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Multi-Agent Systems

264 directly classified papers

Papers per year

Papers

RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021
Transferable Dialogue Systems and User Simulators ACL 2021
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021
Settling the Variance of Multi-Agent Policy Gradients NIPS 2021
Collaborating with Humans without Human Data NIPS 2021
PettingZoo: Gym for Multi-Agent Reinforcement Learning NIPS 2021
Pessimism Meets Invariance: Provably Efficient Offline Mean-Field Multi-Agent RL NIPS 2021
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents NIPS 2021
VAST: Value Function Factorization with Variable Agent Sub-Teams NIPS 2021
Learning in Nonzero-Sum Stochastic Games with Potentials ICML 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021
Interactive Learning from Activity Description ICML 2021
Learning While Playing in Mean-Field Games: Convergence and Optimality ICML 2021
Learning Agent Communication under Limited Bandwidth by Message Pruning AAAI 2020
Generative Exploration and Exploitation AAAI 2020
Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems L4DC 2020
Ergodic Specifications for Flexible Swarm Control: From User Commands to Persistent Adaptation RSS 2020
Agbots 2.0: Weeding Denser Fields with Fewer Robots RSS 2020
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems UAI 2020
Learning Latent Representations to Influence Multi-Agent Interaction CORL 2020
Reasoning on Knowledge Graphs with Debate Dynamics AAAI 2020
Exploratory Combinatorial Optimization with Reinforcement Learning AAAI 2020
Effective Diversity in Population Based Reinforcement Learning NIPS 2020
How do fair decisions fare in long-term qualification? NIPS 2020
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination ICML 2020