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Multi-Agent Systems

1,019 papers

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Papers

Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ACL 2020
Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning ACML 2020
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions AISTATS 2020
Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity AISTATS 2020
Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation AISTATS 2020
Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium COLT 2020
Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020
RMM: A Recursive Mental Model for Dialogue Navigation EMNLP 2020
Fiduciary Bandits ICML 2020
Provable Self-Play Algorithms for Competitive Reinforcement Learning ICML 2020
Deep Coordination Graphs ICML 2020
Combinatorial Pure Exploration for Dueling Bandit ICML 2020
R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games ICML 2020
Cooperative Multi-Agent Bandits with Heavy Tails ICML 2020
Growing Action Spaces ICML 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020
“Other-Play” for Zero-Shot Coordination ICML 2020
Asynchronous Coagent Networks ICML 2020
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination ICML 2020
Fast computation of Nash Equilibria in Imperfect Information Games ICML 2020
Multi-Agent Routing Value Iteration Network ICML 2020
OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning ICML 2020
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles ICML 2020