AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N Aug 15, 2022 Ethics Multi-agent Reinforcement Learning
Code Code Available Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning Jul 8, 2022 Diversity Multi-agent Reinforcement Learning
Code Code Available Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning Jul 5, 2022 Decoder Multi-agent Reinforcement Learning
Code Code Available The StarCraft Multi-Agent Challenges+ : Learning of Multi-Stage Tasks and Environmental Factors without Precise Reward Functions Jul 5, 2022 Multi-agent Reinforcement Learning SMAC+
Code Code Available Toward multi-target self-organizing pursuit in a partially observable Markov game Jun 24, 2022 Decision Making Deep Reinforcement Learning
Code Code Available MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer Jun 20, 2022 Multi-agent Reinforcement Learning Q-Learning
Code Code Available Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer Jun 8, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available ALMA: Hierarchical Learning for Composite Multi-Agent Tasks May 27, 2022 Decision Making Inductive Bias
Code Code Available Scalable Multi-Agent Model-Based Reinforcement Learning May 25, 2022 Mamba model
Code Code Available QGNN: Value Function Factorisation with Graph Neural Networks May 25, 2022 Graph Neural Network Multi-agent Reinforcement Learning
Code Code Available Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search May 19, 2022 Decision Making Image Captioning
Code Code Available Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method Apr 26, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design Mar 20, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning Mar 16, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration Mar 16, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment Mar 7, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Feb 18, 2022 Distributed Computing Multi-agent Reinforcement Learning
Code Code Available The Shapley Value in Machine Learning Feb 11, 2022 BIG-bench Machine Learning Data Valuation
Code Code Available Multi-Agent Path Finding with Prioritized Communication Learning Feb 8, 2022 Multi-Agent Path Finding Multi-agent Reinforcement Learning
Code Code Available Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning Jan 12, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Learning to Share in Multi-Agent Reinforcement Learning Dec 16, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks Dec 6, 2021 All Multi-agent Reinforcement Learning
Code Code Available Regularized Softmax Deep Multi-Agent Q-Learning Dec 1, 2021 Multi-agent Reinforcement Learning Q-Learning
Code Code Available VAST: Value Function Factorization with Variable Agent Sub-Teams Dec 1, 2021 Multi-agent Reinforcement Learning
Code Code Available Neural Auto-Curricula in Two-Player Zero-Sum Games Dec 1, 2021 Multi-agent Reinforcement Learning Vocal Bursts Valence Prediction
Code Code Available 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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