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Workshop
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Fri 8:00
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Learning to Share in Multi-Agent Reinforcement Learning
Yuxuan Yi · Ge Li · Yaowei Wang · Zongqing Lu
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Poster
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Wed 2:30
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Multi-Agent MDP Homomorphic Networks
Elise van der Pol · Herke van Hoof · Frans Oliehoek · Max Welling
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Spotlight
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Tue 10:30
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Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward
FNU Hairi · Jia Liu · Songtao Lu
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Poster
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Tue 10:30
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Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward
FNU Hairi · Jia Liu · Songtao Lu
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Workshop
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Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution
Philipp D Siedler
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Poster
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Tue 2:30
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Dealing with Non-Stationarity in MARL via Trust-Region Decomposition
Wenhao Li · Xiangfeng Wang · Bo Jin · Junjie Sheng · Hongyuan Zha
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Workshop
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Non-linear dynamics of collective learning in uncertain environments
Wolfram Barfuss · Richard Mann
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Poster
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Tue 2:30
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Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games
Stefanos Leonardos · Will Overman · Ioannis Panageas · Georgios Piliouras
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Poster
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Thu 10:30
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Learning Altruistic Behaviours in Reinforcement Learning without External Rewards
Tim Franzmeyer · Mateusz Malinowski · Joao F. Henriques
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Spotlight
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Thu 10:30
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Learning Altruistic Behaviours in Reinforcement Learning without External Rewards
Tim Franzmeyer · Mateusz Malinowski · Joao F. Henriques
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Poster
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Thu 10:30
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Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games
Dingyang Chen · Yile Li · Qi Zhang
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Workshop
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Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning
Shenao Zhang · Li Shen · Lei Han · Li Shen
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