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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)

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

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