diff --git a/html/climate.html b/html/climate.html
index f75315d..4301964 100644
--- a/html/climate.html
+++ b/html/climate.html
@@ -5096,8 +5096,8 @@ <h3>ays-v0</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-af06c6ca5115f7a445ae" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-af06c6ca5115f7a445ae">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[["1","2"],["PPO","A2C"],["team_vanilla","carl"],[99,49],[0,0],["<a href=https://github.com/mlap/test-rl-leaderboard/blob/e702a9809687c54a3200aa8e2238a61e7cdb0dc7/ays-v0-PPO-team_vanilla.zip>link <\/a>","<a href=https://github.com/cboettig/carl-climate-agents//blob/86a7a924b5545c5550e171b867afe37f00ef376b/ays-v0-A2C-carl.zip>link <\/a>"]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-3b300e85fb7e5e652f51" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-3b300e85fb7e5e652f51">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[["1","2"],["PPO","A2C"],["team_vanilla","carl"],[99,49],[0,0],["<a href=https://github.com/mlap/test-rl-leaderboard/blob/e702a9809687c54a3200aa8e2238a61e7cdb0dc7/ays-v0-PPO-team_vanilla.zip>link <\/a>","<a href=https://github.com/cboettig/carl-climate-agents//blob/86a7a924b5545c5550e171b867afe37f00ef376b/ays-v0-A2C-carl.zip>link <\/a>"]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>ays-v0 implements the AYS model first described in <a href="https://arxiv.org/pdf/1706.04542.pdf">Kittel et al.</a> that
 phenomenologically models emissions, economic output and growth of
@@ -5121,8 +5121,8 @@ <h3>dice-v0</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-e469c46727f27bc4a6f7" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-e469c46727f27bc4a6f7">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-5932afdffbadc31dde61" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-5932afdffbadc31dde61">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>dice-v0 implements <a href="http://www.econ.yale.edu/~nordhaus/homepage/homepage/documents/DICE_Manual_100413r1.pdf">Nordhaus’
 DICE model</a> which is a richly detailed integrated assessment model.
diff --git a/html/conservation.html b/html/conservation.html
index abf063e..6629748 100644
--- a/html/conservation.html
+++ b/html/conservation.html
@@ -5096,8 +5096,8 @@ <h3>conservation-v0</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-26e0ec88f17aa24dfafa" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-c75c37d9ae7f0bc21584" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-c75c37d9ae7f0bc21584">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>conservation-v0 considers a single species conservation problem in
 which the agent can increase the population at a cost.</p>
@@ -5117,8 +5117,8 @@ <h3>conservation-v2</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-f00236eca715bf70d351" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-073d6ebf1d8826b74d4e" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-073d6ebf1d8826b74d4e">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>conservation-v2 considers a single species conservation problem in
 which the agent can increase the population at a cost.</p>
@@ -5138,8 +5138,8 @@ <h3>conservation-v3</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-0d2597a73bf2c0ee531f" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-5e48fc37e9532321f681" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-5e48fc37e9532321f681">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>conservation-v3 considers a single species conservation problem that
 has a non-stationary model.</p>
@@ -5161,8 +5161,8 @@ <h3>conservation-v5</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-9fb345f49500aea3bbb8" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-9a7a534c5ec48e0d89eb" style="width:100%;height:auto;"></div>
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 <hr />
 <p>conservation-v5 considers a single species conservation problem that
 has a non-stationary model.</p>
@@ -5185,8 +5185,8 @@ <h3>conservation-v6</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-76231256f59f2cf784db" style="width:100%;height:auto;"></div>
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 <hr />
 <p>conservation-v6 considers a single species conservation problem that
 has a non-stationary model.</p>
@@ -5211,8 +5211,8 @@ <h3>conservation-v7</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-94ca9bc853ae166ff3d0" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-5b269857ca317df8e97e" style="width:100%;height:auto;"></div>
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 <hr />
 <p>conservation-v7 considers a conservation problem that has a
 non-stationary model. It is similar to conservation-v5 but works on an
diff --git a/html/epidemic.html b/html/epidemic.html
index fb0a69d..d9c0d6a 100644
--- a/html/epidemic.html
+++ b/html/epidemic.html
@@ -5096,8 +5096,8 @@ <h3>sir-v0</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-151aa9ed780fd6a3ca62" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-ceae8715538f14d12c64" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-ceae8715538f14d12c64">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>sir-v0 implements a compartmental SIR epidemic model and is closely
 based off of the implementation from <a href="https://github.com/dylanhmorris/optimal-sir-intervention">Morris
@@ -5125,8 +5125,8 @@ <h3>sir_multi-v0</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-ed2588cbde4d7446fe7f" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-ed2588cbde4d7446fe7f">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-8e7824a4ca442aefe915" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-8e7824a4ca442aefe915">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>sir_multi-v0 implements a compartmental SIR epidemic model and is
 closely based off of the implementation from <a href="https://github.com/dylanhmorris/optimal-sir-intervention">Morris
diff --git a/html/errors.html b/html/errors.html
index 5d3516c..dcecdd8 100644
--- a/html/errors.html
+++ b/html/errors.html
@@ -2638,23 +2638,42 @@
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<pre><code>https://github.com/mchxo/rl-fishing-test -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
+<pre><code>https://github.com/cboettig/rl-tipping-points -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
 
-https://github.com/cboettig/rl-tipping-points -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
+https://github.com/tim08526/conservation-vanilla -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
 
-https://github.com/Brandons42/rl-leaderboard-output-fishing-v0 -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
+https://github.com/mlap/test-rl-leaderboard1 -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
 
-https://github.com/Brandons42/rl-leaderboard-output -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
+https://github.com/mchxo/rl-fishing-test -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
 
 https://github.com/milliechapman/millie-conservation-agents -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
 
 https://github.com/mlap/test-rl-leaderboard -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;
 
-https://github.com/cboettig/carl-climate-agents/ -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;</code></pre>
+https://github.com/Brandons42/rl-leaderboard-output-fishing-v0 -&gt; ModuleNotFoundError: No module named &#39;stable_baselines3&#39;</code></pre>
 <p>Models that have thrown errors during evaluation:</p>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
+<pre><code>fishing-v1-TD3-team_brandon.zip -&gt; No module named &#39;algs&#39;
+
+
+fishing-v1-TRPO-team_brandon.zip -&gt; No module named &#39;algs&#39;
+
+
+fishing-v1-DDPG-team_brandon.zip -&gt; No module named &#39;algs&#39;
+
+
+fishing-v1-SAC-team_brandon.zip -&gt; No module named &#39;algs&#39;
+
+
+fishing-v1-TQC-team_brandon.zip -&gt; No module named &#39;algs&#39;
+
+
+fishing-v1-A2C-team_brandon.zip -&gt; No module named &#39;algs&#39;
+
+
+fishing-v1-ARS-team_brandon.zip -&gt; No module named &#39;algs&#39;</code></pre>
 
 </div>
 
diff --git a/html/fishing.html b/html/fishing.html
index a075fa3..0c224c7 100644
--- a/html/fishing.html
+++ b/html/fishing.html
@@ -5096,8 +5096,8 @@ <h3>fishing-v0</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-47f10d40db60dea34825" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-47f10d40db60dea34825">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[["1"],["PPO"],["team_brandon"],[7.769999999999997],[2.664535259100376e-15],["<a href=https://github.com/Brandons42/rl-leaderboard-output-fishing-v0/blob/d18264cf5710df9f337633737f315e07e3dbf79d/fishing-v0-PPO-team_brandon.zip>link <\/a>"]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-753e5703afbeb90660bc" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-753e5703afbeb90660bc">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[["1"],["PPO"],["team_brandon"],[7.769999999999997],[2.664535259100376e-15],["<a href=https://github.com/Brandons42/rl-leaderboard-output-fishing-v0/blob/d18264cf5710df9f337633737f315e07e3dbf79d/fishing-v0-PPO-team_brandon.zip>link <\/a>"]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v0 implements a simple, single species logistic growth-based
 fishery.</p>
@@ -5118,8 +5118,8 @@ <h3>fishing-v1</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-0e86e204685a018acdf1" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-0e86e204685a018acdf1">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[["1","2","3","4","5"],["SAC","PPO","PPO","A2C","PPO"],["team_vanilla","team_brandon","team_brandon","team_brandon_old","team_brandon_old2"],[7.756014,7.763908,7.791926000000002,7.771378999999999,7.672208999999997],[0,0,1.77635683940025e-15,8.881784197001252e-16,2.664535259100376e-15],["<a href=https://github.com/mlap/test-rl-leaderboard1/blob/614f065a97063c335a1c44588ece4409b22b805a/fishing-v1-SAC-team_vanilla.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/8d66e7a773012fd79260b4c4d8117af6a4874a6a/fishing-v1-PPO-team_brandon.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/ac4c381f0d6002814ecee624a9dfb4f6d4f55012/fishing-v1-PPO-team_brandon.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/ac4c381f0d6002814ecee624a9dfb4f6d4f55012/fishing-v1-A2C-team_brandon_old.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/ac4c381f0d6002814ecee624a9dfb4f6d4f55012/fishing-v1-PPO-team_brandon_old2.zip>link <\/a>"]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-d34cf577c181feebadcb" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-d34cf577c181feebadcb">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[["1","2","3","4","5"],["SAC","PPO","PPO","A2C","PPO"],["team_vanilla","team_brandon","team_brandon","team_brandon_old","team_brandon_old2"],[7.756014,7.763908,7.791926000000002,7.771378999999999,7.672208999999997],[0,0,1.77635683940025e-15,8.881784197001252e-16,2.664535259100376e-15],["<a href=https://github.com/mlap/test-rl-leaderboard1/blob/614f065a97063c335a1c44588ece4409b22b805a/fishing-v1-SAC-team_vanilla.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/8d66e7a773012fd79260b4c4d8117af6a4874a6a/fishing-v1-PPO-team_brandon.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/ac4c381f0d6002814ecee624a9dfb4f6d4f55012/fishing-v1-PPO-team_brandon.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/ac4c381f0d6002814ecee624a9dfb4f6d4f55012/fishing-v1-A2C-team_brandon_old.zip>link <\/a>","<a href=https://github.com/Brandons42/rl-leaderboard-output/blob/ac4c381f0d6002814ecee624a9dfb4f6d4f55012/fishing-v1-PPO-team_brandon_old2.zip>link <\/a>"]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v1 implements a simple, single species logistic growth-based
 fishery.</p>
@@ -5139,8 +5139,8 @@ <h3>fishing-v2</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-a3a4703ee08910977370" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-a3a4703ee08910977370">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-a2d1af277c8673339c8f" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-a2d1af277c8673339c8f">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v2 implements a single species logistic growth-based fishery
 with a tipping point.</p>
@@ -5161,8 +5161,8 @@ <h3>fishing-v4</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-db7e9b21d4490792afd9" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-db7e9b21d4490792afd9">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-5b158b013b01bb23fd49" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-5b158b013b01bb23fd49">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v4 implements a single species logistic growth-based fishery
 with model error.</p>
@@ -5183,8 +5183,8 @@ <h3>fishing-v5</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-7561f02f0db0b5d0bd7a" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-7561f02f0db0b5d0bd7a">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-1b7625aa641e46345349" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-1b7625aa641e46345349">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v5 implements a single species Allen model-based fishery.</p>
 <p><strong>Observation Space</strong> The agent observes the fish
@@ -5202,8 +5202,8 @@ <h3>fishing-v6</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-7f97809b49a5da1a6577" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-7f97809b49a5da1a6577">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-71f0d3b73f0fd1faff71" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-71f0d3b73f0fd1faff71">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v6 implements a single species Beverton-Holt model-based
 fishery.</p>
@@ -5223,8 +5223,8 @@ <h3>fishing-v7</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-4c49198d42f24aede6e3" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-4c49198d42f24aede6e3">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-aada1e96266a6e1359a8" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-aada1e96266a6e1359a8">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v7 implements a single species May model-based fishery.</p>
 <p><strong>Observation Space</strong> The agent observes the fish
@@ -5242,8 +5242,8 @@ <h3>fishing-v8</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-e29f590ee7bc11081247" style="width:100%;height:auto;"></div>
-<script type="application/json" data-for="htmlwidget-e29f590ee7bc11081247">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-79290ae461f456cd8cce" style="width:100%;height:auto;"></div>
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 <hr />
 <p>fishing-v8 implements a single species Myers model-based fishery.</p>
 <p><strong>Observation Space</strong> The agent observes the fish
@@ -5261,8 +5261,8 @@ <h3>fishing-v9</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-ad77d6dc5b861a3c5276" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-ad77d6dc5b861a3c5276">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v9 implements a single species Ricker model-based
 fishery.</p>
@@ -5281,8 +5281,8 @@ <h3>fishing-v10</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-e5f8eee093f90768f8ea" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-02778a160344bd407045" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-02778a160344bd407045">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v10 implements a single species non-stationary Beverton-Holt
 model-based fishery.</p>
@@ -5303,8 +5303,8 @@ <h3>fishing-v11</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-aa8afbfaa1ed019f9eca" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-d5a1ed9fee4e5dd485f6" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-d5a1ed9fee4e5dd485f6">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>fishing-v11 implements a fishery where the transition dynamics vary
 each episode.</p>
diff --git a/html/wildfire.html b/html/wildfire.html
index cb27d86..a5e51bf 100644
--- a/html/wildfire.html
+++ b/html/wildfire.html
@@ -5096,8 +5096,8 @@ <h3>wildfireCA-v0</h3>
 <div class="knitr-options" data-fig-width="576" data-fig-height="460">
 
 </div>
-<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-702af2d3f897ca012fa1" style="width:100%;height:auto;"></div>
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+<div class="datatables html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-baa4f14a3f725d88fb8e" style="width:100%;height:auto;"></div>
+<script type="application/json" data-for="htmlwidget-baa4f14a3f725d88fb8e">{"x":{"style":"bootstrap5","filter":"none","vertical":false,"fillContainer":false,"data":[[],[],[],[],[],[]],"container":"<table class=\"table table-striped table-hover row-border order-column display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>agent<\/th>\n      <th>team<\/th>\n      <th>mean<\/th>\n      <th>std<\/th>\n      <th>ref<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"order":[3,"desc"],"columnDefs":[{"className":"dt-right","targets":[3,4]},{"orderable":false,"targets":0}],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
 <hr />
 <p>wildfireCA-v0 is based on a wildfire cellular automata model from <a href="https://www.sciencedirect.com/science/article/abs/pii/S0096300308004943">Alexandridis
 et al.</a></p>