This repository contains implementations of multi-agent reinforcement learning algorithms for cooperative scenarios. It includes MADDPG, MATD3, and HAPPO algorithms applied to predator-prey pursuit games using the PettingZoo MPE environment. The project also covers basic RL algorithms from DQN to DDPG, serving as a learning path from fundamental to advanced multi-agent RL techniques.