eligibility trace actors #74
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…ts and some notebooks using them
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@Freddie-Barrell Thank you for the contribution. Could you rebase your branch on the latest main? Flake8 has recently been updated and there are some minor styling issues caught in CI. You should be able to address those by linting the source files with Flake8. Thank you again! |
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@Freddie-Barrell I've just fixed a regression #79 in the reward calculation that got introduced in commit 2f6a045. The regression was preventing DQL from learning good actions. It's possible that it was also affecting your own eligibility trace actor agent. You may want to give a try on the latest main branch. Thanks! |
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For my university dissertation I have created CyberBattleSim agents that make use of the reinforcement learning mechanism eligibility traces, to investigate their uses in CyberBattleSim. The results were not positive but I have pulled my agents anyway in the hope my work can be of some future help to you.