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Poster
Tue 7:00 Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study
Tanner Fiez, Benjamin Chasnov, Lillian Ratliff
Poster
Tue 7:00 Q-value Path Decomposition for Deep Multiagent Reinforcement Learning
Yaodong Yang, Jianye Hao, Guangyong Chen, Hongyao Tang, Yingfeng Chen, Yujing Hu, Changjie Fan, Zhongyu Wei
Poster
Tue 8:00 Boosting for Control of Dynamical Systems
Naman Agarwal, Nataly Brukhim, Elad Hazan, Zhou Lu
Poster
Tue 8:00 Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate
Yufeng Zhang, Qi Cai, Zhuoran Yang, Zhaoran Wang
Poster
Tue 8:00 Distributed Online Optimization over a Heterogeneous Network
Nima Eshraghi, Ben Liang
Poster
Tue 9:00 Task-Oriented Active Perception and Planning in Environments with Partially Known Semantics
Mahsa Ghasemi, Erdem Bulgur, Ufuk Topcu
Poster
Tue 9:00 Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination
Somdeb Majumdar, Shauharda Khadka, Santiago Miret, Stephen Mcaleer, Kagan Tumer
Poster
Tue 10:00 Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing
Yuxuan Xie, Jilles Dibangoye, Olivier Buffet
Poster
Tue 11:00 Kernel Methods for Cooperative Multi-Agent Contextual Bandits
Abhimanyu Dubey, Alex `Sandy' Pentland
Poster
Tue 12:00 Entropy Minimization In Emergent Languages
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
Poster
Tue 13:00 Growing Action Spaces
Gregory Farquhar, Laura Gustafson, Zeming Lin, Shimon Whiteson, Nicolas Usunier, Gabriel Synnaeve
Poster
Tue 14:00 OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning
Sasha Vezhnevets, Yuhuai Wu, Maria Eckstein, Rémi Leblond, Joel Z Leibo
Poster
Wed 5:00 Sequential Cooperative Bayesian Inference
Junqi Wang, Pei Wang, Patrick Shafto
Poster
Wed 8:00 Predicting deliberative outcomes
Vikas K Garg, Tommi Jaakkola
Poster
Wed 9:00 Hallucinative Topological Memory for Zero-Shot Visual Planning
Kara Liu, Thanard Kurutach, Christine Tung, Pieter Abbeel, Aviv Tamar
Poster
Wed 9:00 Cooperative Multi-Agent Bandits with Heavy Tails
Abhimanyu Dubey, Alex `Sandy' Pentland
Poster
Wed 9:00 Low-Variance and Zero-Variance Baselines for Extensive-Form Games
Trevor Davis, Martin Schmid, Michael Bowling
Poster
Wed 11:00 “Other-Play” for Zero-Shot Coordination
Hengyuan Hu, Alexander Peysakhovich, Adam Lerer, Jakob Foerster
Poster
Wed 12:00 My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits
Ilai Bistritz, Tavor Z Baharav, Amir Leshem, Nicholas Bambos
Poster
Wed 12:00 Deep Coordination Graphs
Wendelin Boehmer, Vitaly Kurin, Shimon Whiteson
Poster
Wed 12:00 CoMic: Complementary Task Learning & Mimicry for Reusable Skills
Leonard Hasenclever, Fabio Pardo, Raia Hadsell, Nicolas Heess, Josh Merel
Poster
Wed 16:00 From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics
Sai Ganesh Nagarajan, David Balduzzi, Georgios Piliouras
Poster
Thu 6:00 Multi-Agent Routing Value Iteration Network
Quinlan Sykora, Mengye Ren, Raquel Urtasun
Poster
Thu 8:00 One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control
Wenlong Huang, Igor Mordatch, Deepak Pathak
Poster
Thu 9:00 ROMA: Multi-Agent Reinforcement Learning with Emergent Roles
Tonghan Wang, Heng Dong, Victor Lesser, Chongjie Zhang
Poster
Thu 9:00 Symbolic Network: Generalized Neural Policies for Relational MDPs
Sankalp Garg, Aniket Bajpai, Mausam
Poster
Thu 14:00 Multi-Agent Determinantal Q-Learning
Yaodong Yang, Ying Wen, Jun Wang, Liheng Chen, Kun Shao, David Mguni, Weinan Zhang
Poster
Thu 18:00 Learning Efficient Multi-agent Communication: An Information Bottleneck Approach
Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich