Multi-Agent Reinforcement Learning (MARL) - Independent PPO (IPPO) #6
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Objective:
This PR introduces the foundational components for the MARL module and implements the first multi-agent algorithm, Independent PPO (IPPO).
Key Changes:
MultiAgentRolloutBufferfor storing experiences across multiple agents.MultiAgentPolicyfor decentralized policy management.To-Do:
MultiAgentRolloutBuffer.MultiAgentPolicy.MultiAgentEnvWrapper.Next Steps:
Once IPPO is fully integrated, subsequent PRs will focus on: