HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network

Bor-Jiun Lin; Chun-Yi Lee

2024 ICML ICML 2024

HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Bor-Jiun Lin, Chun-Yi Lee

Topics

Deep Learning > Architectures > Graph Neural Networks Reinforcement Learning > Methods > Multi-Agent Systems Reinforcement Learning > Applications > Robotics

Keywords

multi-agent reinforcement learning pomdp graph attention network permutation equivariant permutation invariant inter-entity interaction

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