Improved Reinforcement Learning in Cooperative Multi-agent Environments Using Knowledge Transfer Jul 20, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified A Sustainable Ecosystem through Emergent Cooperation in Multi-Agent Reinforcement Learning Jul 19, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Communicating via Markov Decision Processes Jul 17, 2021 Multi-agent Reinforcement Learning
Code Code Available Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty Jul 16, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Jul 14, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Transfer Learning in Multi-Agent Reinforcement Learning with Double Q-Networks for Distributed Resource Sharing in V2X Communication Jul 13, 2021 Multi-agent Reinforcement Learning Q-Learning
— Unverified Q-SMASH: Q-Learning-based Self-Adaptation of Human-Centered Internet of Things Jul 13, 2021 Decision Making Multi-agent Reinforcement Learning
— Unverified Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning Jul 4, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Mava: a research library for distributed multi-agent reinforcement learning in JAX Jul 3, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study Jul 3, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Collaborative Visual Navigation Jul 2, 2021 Multi-agent Reinforcement Learning Navigate
Code Code Available SA-MATD3:Self-attention-based multi-agent continuous control method in cooperative environments Jul 1, 2021 continuous-control Continuous Control
— Unverified Federated Dynamic Spectrum Access Jun 28, 2021 Federated Learning Multi-agent Reinforcement Learning
— Unverified MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning Jun 22, 2021 Distributional Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Scientific multi-agent reinforcement learning for wall-models of turbulent flows Jun 21, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Many Agent Reinforcement Learning Under Partial Observability Jun 17, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Cooperative Multi-Agent Reinforcement Learning Based Distributed Dynamic Spectrum Access in Cognitive Radio Networks Jun 17, 2021 Multi-agent Reinforcement Learning Reinforcement Learning (RL)
— Unverified Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning Jun 15, 2021 Multi-agent Reinforcement Learning Multi-Task Learning
— Unverified A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Jun 12, 2021 Atari Games MuJoCo
Code Code Available A New Formalism, Method and Open Issues for Zero-Shot Coordination Jun 11, 2021 Multi-agent Reinforcement Learning
Code Code Available A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising Jun 11, 2021 Multi-agent Reinforcement Learning
Code Code Available DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Jun 11, 2021 Card Games Deep Reinforcement Learning
Code Code Available Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents Jun 10, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available Metric Policy Representations for Opponent Modeling Jun 10, 2021 Multi-agent Reinforcement Learning
— Unverified Deception in Social Learning: A Multi-Agent Reinforcement Learning Perspective Jun 9, 2021 Multi-agent Reinforcement Learning reinforcement-learning
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