Skip to content

Reinforcement learning based environment for food-chain like prey-predator behaviours with hunting, co-operation and so on.

License

Notifications You must be signed in to change notification settings

antoine311200/prey-predator-rl

Repository files navigation

Prey Predator simulation

This repository contains the code for a prey predator simulation. The simulation is based on a grid world where the prey and predator move around. All agents are trained using reinforcement learning, and more specifically, MADDPG. MADDPG is an extension of DDPG that allows multiple agents to learn in a cooperative or competitive environment. Refer to the report for more details.

Full report: report.pdf

Poster: poster.pdf

Demo

poster

About

Reinforcement learning based environment for food-chain like prey-predator behaviours with hunting, co-operation and so on.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •