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30 Results
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Poster
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Tue 17:30 |
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control Sai Qian Zhang · Qi Zhang · Jieyu Lin |
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Poster
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Wed 10:45 |
Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games Kaiqing Zhang · Zhuoran Yang · Tamer Basar |
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Poster
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Tue 17:30 |
On the Utility of Learning about Humans for Human-AI Coordination Micah Carroll · Rohin Shah · Mark Ho · Tom Griffiths · Sanjit Seshia · Pieter Abbeel · Anca Dragan |
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Poster
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Wed 17:00 |
Neural Temporal-Difference Learning Converges to Global Optima Qi Cai · Zhuoran Yang · Jason Lee · Zhaoran Wang |
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Workshop
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Fri 11:45 |
Contributed Talk: MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library Dmitry Kazhdan |
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Poster
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Wed 17:00 |
Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach Shuyue Hu · Chin-wing Leung · Ho-fung Leung |
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Poster
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Tue 17:30 |
Convergent Policy Optimization for Safe Reinforcement Learning Ming Yu · Zhuoran Yang · Mladen Kolar · Zhaoran Wang |
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Poster
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Tue 17:30 |
Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning Chao Qu · Shie Mannor · Huan Xu · Yuan Qi · Le Song · Junwu Xiong |
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Poster
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Tue 17:30 |
Non-Cooperative Inverse Reinforcement Learning Xiangyuan Zhang · Kaiqing Zhang · Erik Miehling · Tamer Basar |
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Poster
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Wed 17:00 |
Multiagent Evaluation under Incomplete Information Mark Rowland · Shayegan Omidshafiei · Karl Tuyls · Julien Perolat · Michal Valko · Georgios Piliouras · Remi Munos |
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Spotlight
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Tue 16:35 |
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning Nicolas Carion · Nicolas Usunier · Gabriel Synnaeve · Alessandro Lazaric |
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Spotlight
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Wed 16:05 |
Finding Friend and Foe in Multi-Agent Games Jack Serrino · Max Kleiman-Weiner · David Parkes · Josh Tenenbaum |