Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search Jun 8, 2021 Model Optimization Multi-agent Reinforcement Learning
— Unverified 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 Truthful Self-Play Jun 6, 2021 Multi-agent Reinforcement Learning Starcraft
— Unverified MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Jun 5, 2021 Atari Games CPU
Code Code Available Decentralized Q-Learning in Zero-sum Markov Games Jun 4, 2021 Multi-agent Reinforcement Learning Q-Learning
— Unverified Transferable and Distributed User Association Policies for 5G and Beyond Networks Jun 4, 2021 Management Multi-agent Reinforcement Learning
— Unverified 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
Code Code Available Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment Jun 1, 2021 Management Multi-agent Reinforcement Learning
— Unverified Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning Jun 1, 2021 counterfactual Multi-agent Reinforcement Learning
— Unverified Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning May 31, 2021 Learning Theory Multi-agent Reinforcement Learning
— Unverified SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning May 31, 2021 Fairness Multi-agent Reinforcement Learning
Code Code Available MARL with General Utilities via Decentralized Shadow Reward Actor-Critic May 29, 2021 Multi-agent Reinforcement Learning
— Unverified KnowSR: Knowledge Sharing among Homogeneous Agents in Multi-agent Reinforcement Learning May 25, 2021 Deep Reinforcement Learning Knowledge Distillation
— Unverified From Motor Control to Team Play in Simulated Humanoid Football May 25, 2021 Decision Making Imitation Learning
— Unverified Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound May 22, 2021 Diagnostic Multi-agent Reinforcement Learning
— Unverified Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment May 21, 2021 counterfactual Multi-agent Reinforcement Learning
Code Code Available Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition May 18, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach May 18, 2021 Inductive Bias Multi-agent Reinforcement Learning
— Unverified Dependent Multi-Task Learning with Causal Intervention for Image Captioning May 18, 2021 Image Captioning Multi-agent Reinforcement Learning
— Unverified SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning May 13, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments May 11, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning May 10, 2021 Management Multi-agent Reinforcement Learning
— Unverified Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees May 10, 2021 Fairness Multi-agent Reinforcement Learning
— Unverified Scalable, Decentralized Multi-Agent Reinforcement Learning Methods Inspired by Stigmergy and Ant Colonies May 8, 2021 Multi-agent Reinforcement Learning Navigate
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