Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification Nov 22, 2021 Continuous Control Multi-agent Reinforcement Learning
Code Code Available Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration Nov 22, 2021 Efficient Exploration Multi-agent Reinforcement Learning
Code Code Available Resilient Consensus-based Multi-agent Reinforcement Learning with Function Approximation Nov 12, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available PowerGridworld: A Framework for Multi-Agent Reinforcement Learning in Power Systems Nov 10, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems Nov 8, 2021 Multi-agent Reinforcement Learning
Code Code Available Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer Nov 5, 2021 Computed Tomography (CT) Diagnostic
Code Code Available Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks Oct 27, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Learning to Simulate Self-Driven Particles System with Coordinated Policy Optimization Oct 26, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network Oct 15, 2021 Graph Learning Graph Neural Network
Code Code Available Collaborating with Humans without Human Data Oct 15, 2021 Multi-agent Reinforcement Learning
Code Code Available Multi-Agent Constrained Policy Optimisation Oct 6, 2021 MuJoCo Multi-agent Reinforcement Learning
Code Code Available Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning Sep 23, 2021 LEMMA MuJoCo
Code Code Available Is Machine Learning Ready for Traffic Engineering Optimization? Sep 3, 2021 BIG-bench Machine Learning Multi-agent Reinforcement Learning
Code Code Available WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU Aug 31, 2021 CPU Decision Making
Code Code Available Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks Aug 1, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available Strategically Efficient Exploration in Competitive Multi-agent Reinforcement Learning Jul 30, 2021 Efficient Exploration Multi-agent Reinforcement Learning
Code Code Available A Sustainable Ecosystem through Emergent Cooperation in Multi-Agent Reinforcement Learning Jul 19, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Mava: a research library for distributed multi-agent reinforcement learning in JAX Jul 3, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available Collaborative Visual Navigation Jul 2, 2021 Multi-agent Reinforcement Learning Navigate
Code Code Available A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Jun 12, 2021 Atari Games MuJoCo
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 Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning Jun 7, 2021 Multi-agent Reinforcement Learning Offline RL
Code Code Available MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Jun 5, 2021 Atari Games CPU
Code Code Available Neural Auto-Curricula Jun 4, 2021 Multi-agent Reinforcement Learning
Code Code Available Celebrating Diversity in Shared Multi-Agent Reinforcement Learning Jun 4, 2021 Diversity Multi-agent Reinforcement Learning
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