MARL 論文

モデル

• Planning Problems for Sophisticated Agents with Present Bias(2016)
• Learning Multiagent Communication with Backpropagation(2016)
• Multiagent cooperation and competition with deep reinforcement learning(2017)
• Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning(2018)
• The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games(2021)
• RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning(2022)
• Multi-Agent Reinforcement Learning is a Sequence Modeling Problem(2023)
• HyperMARL: Adaptive Hypernetworks for Multi-Agent RL(2024)

環境・ベンチマーク・フレームワーク

• Playing Atari with Deep Reinforcement Learning(2013)

サーベイ

• An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning(2024)

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論文メモ

2024

HyperMARL: Adaptive Hypernetworks for Multi-Agent RL

Tessera Kale-ab Abebe

An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning

Christopher Amato