Popular repositories
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VectorizedMultiAgentSimulator
VectorizedMultiAgentSimulator PublicVMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set …
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gnn_pathplanning
gnn_pathplanning PublicGraph Neural Networks for Decentralized Path Planning
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rllib_differentiable_comms
rllib_differentiable_comms PublicThis is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralized critics can be realized in RLLib. This example serves as a…
Repositories
- VectorizedMultiAgentSimulator Public
VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.
- magat_pathplanning Public
- cambridge-robomaster Public
- memory-monoids Public
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- sensor-guided-visual-nav Public
- rllib_differentiable_comms Public
This is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralized critics can be realized in RLLib. This example serves as a reference implementation and starting point for making RLLib more compatible with such architectures.