Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts May 7, 2021 Multi-agent Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning May 2, 2021 Graph Attention Inductive Learning
— Unverified Mean Field MARL Based Bandwidth Negotiation Method for Massive Devices Spectrum Sharing Apr 30, 2021 Decision Making Distributed Optimization
— Unverified Discrete-Time Mean Field Control with Environment States Apr 30, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients Apr 27, 2021 Multi-agent Reinforcement Learning Policy Gradient Methods
— Unverified Birds of a Feather Flock Together: A Close Look at Cooperation Emergence via Multi-Agent RL Apr 23, 2021 Multi-agent Reinforcement Learning
— Unverified Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Apr 20, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Agent-Centric Representations for Multi-Agent Reinforcement Learning Apr 19, 2021 Inductive Bias Multi-agent Reinforcement Learning
— Unverified Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing Apr 15, 2021 Distributed Computing Multi-agent Reinforcement Learning
— Unverified Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning Apr 14, 2021 counterfactual Deep Reinforcement Learning
Code Code Available Two-stage training algorithm for AI robot soccer Apr 13, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified A coevolutionary approach to deep multi-agent reinforcement learning Apr 12, 2021 Atari Games Decision Making
Code Code Available Towards Resilience for Multi-Agent QD-Learning Apr 7, 2021 All Multi-agent Reinforcement Learning
— Unverified C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS Apr 5, 2021 Continual Learning Multi-agent Reinforcement Learning
Code Code Available Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Apr 5, 2021 Decision Making Federated Learning
— Unverified NQMIX: Non-monotonic Value Function Factorization for Deep Multi-Agent Reinforcement Learning Apr 5, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning Mar 31, 2021 CPU Edge-computing
— Unverified Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World Mar 30, 2021 Multi-agent Reinforcement Learning Scheduling
— Unverified Shaping Advice in Deep Multi-Agent Reinforcement Learning Mar 29, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Deep reinforcement learning of event-triggered communication and control for multi-agent cooperative transport Mar 29, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified KnowRU: Knowledge Reusing via Knowledge Distillation in Multi-agent Reinforcement Learning Mar 27, 2021 Deep Reinforcement Learning Knowledge Distillation
— Unverified The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication Mar 24, 2021 Decision Making Deep Reinforcement Learning
— Unverified Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction Mar 24, 2021 counterfactual Counterfactual Explanation
Code Code Available Learning to Robustly Negotiate Bi-Directional Lane Usage in High-Conflict Driving Scenarios Mar 22, 2021 Autonomous Driving Multi-agent Reinforcement Learning
— Unverified Regularized Softmax Deep Multi-Agent Q-Learning Mar 22, 2021 Multi-agent Reinforcement Learning Q-Learning
— Unverified 