Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning Aug 10, 2019 Multi-agent Reinforcement Learning Q-Learning
— Unverified Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization Aug 7, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
— Unverified Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning Aug 6, 2019 continuous-control Continuous Control
— Unverified Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning Aug 2, 2019 Multi-agent Reinforcement Learning Policy Gradient Methods
Code Code Available Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition Jul 31, 2019 Action Recognition General Classification
— Unverified Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation Jul 25, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
— Unverified Arena: a toolkit for Multi-Agent Reinforcement Learning Jul 20, 2019 Multi-agent Reinforcement Learning OpenAI Gym
Code Code Available Prioritized Guidance for Efficient Multi-Agent Reinforcement Learning Exploration Jul 18, 2019 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Shapley Q-value: A Local Reward Approach to Solve Global Reward Games Jul 11, 2019 Multi-agent Reinforcement Learning Policy Gradient Methods
Code Code Available Voting-Based Multi-Agent Reinforcement Learning for Intelligent IoT Jul 2, 2019 Decision Making Multi-agent Reinforcement Learning
— Unverified Multiple Landmark Detection using Multi-Agent Reinforcement Learning Jun 30, 2019 Anatomy Medical Image Analysis
Code Code Available Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning Jun 11, 2019 Decision Making Deep Reinforcement Learning
— Unverified Escaping the State of Nature: A Hobbesian Approach to Cooperation in Multi-agent Reinforcement Learning Jun 5, 2019 Multi-agent Reinforcement Learning Philosophy
— Unverified Exploration with Unreliable Intrinsic Reward in Multi-Agent Reinforcement Learning Jun 5, 2019 Multi-agent Reinforcement Learning Q-Learning
— Unverified Finding Friend and Foe in Multi-Agent Games Jun 5, 2019 counterfactual Multi-agent Reinforcement Learning
Code Code Available Options as responses: Grounding behavioural hierarchies in multi-agent RL Jun 4, 2019 Deep Reinforcement Learning Multi-agent Reinforcement Learning
— Unverified Learning Transferable Cooperative Behavior in Multi-Agent Teams Jun 4, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available Attentional Policies for Cross-Context Multi-Agent Reinforcement Learning May 31, 2019 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning May 27, 2019 Deep Reinforcement Learning Dialogue Management
— Unverified PAC Guarantees for Cooperative Multi-Agent Reinforcement Learning with Restricted Communication May 23, 2019 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence May 17, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available A Regularized Opponent Model with Maximum Entropy Objective May 17, 2019 model Multi-agent Reinforcement Learning
Code Code Available QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature Selection May 16, 2019 feature selection Multi-agent Reinforcement Learning
Code Code Available CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario May 13, 2019 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks May 13, 2019 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified 