Shypd.aiThe largest open index of AI toolsPytorch-maddpg is an open-source PyTorch implementation of the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm. It provides a framework for multi-agent reinforcement learning, specifically adapted for a modified Waterworld environment.
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Pytorch-maddpg offers a PyTorch implementation of the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm, a key approach in multi-agent reinforcement learning. This open-source project is hosted on GitHub and is designed for researchers and developers working on complex multi-agent systems. The implementation includes a modified Waterworld environment, where agents (evaders, pursuers, poisons) interact under specific physical rules, allowing for experimentation with cooperative behaviors. It supports features like agents bouncing off walls and requiring exact cooperation for rewards, making it a valuable tool for studying multi-agent coordination and policy learning.
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