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Multi-Agent Systems

1,019 papers

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Papers

Coordinated Proximal Policy Optimization NIPS 2021
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization NIPS 2021
Scaling Up Multi-Task Robotic Reinforcement Learning CORL 2021
Decentralized Control of Quadrotor Swarms with End-to-end Deep Reinforcement Learning CORL 2021
Motivating Physical Activity via Competitive Human-Robot Interaction CORL 2021
Social Interactions as Recursive MDPs CORL 2021
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games AAAI 2021
Stabilizing Q Learning Via Soft Mellowmax Operator AAAI 2021
Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law AAAI 2021
Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021
Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021
TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021
Inference-Based Deterministic Messaging For Multi-Agent Communication AAAI 2021
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition AAAI 2021
Value-Decomposition Multi-Agent Actor-Critics AAAI 2021
Coordination Between Individual Agents in Multi-Agent Reinforcement Learning AAAI 2021
Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games AAAI 2021
RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021
Transferable Dialogue Systems and User Simulators ACL 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021
ContriQ: Ally-Focused Cooperation and Enemy-Concentrated Confrontation in Multi-Agent Reinforcement Learning ACML 2021
Time-Constrained Multi-Agent Path Finding in Non-Lattice Graphs with Deep Reinforcement Learning ACML 2021
Logical Team Q-learning: An approach towards factored policies in cooperative MARL AISTATS 2021
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits AISTATS 2021
Tractable contextual bandits beyond realizability AISTATS 2021