Functional Optimization Reinforcement Learning for Real-Time Bidding Jun 25, 2022 Attribute Multi-agent Reinforcement Learning
— Unverified Guided Exploration in Reinforcement Learning via Monte Carlo Critic Optimization Jun 25, 2022 continuous-control Continuous Control
Code Code Available Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation Jun 25, 2022 Autonomous Vehicles Decision Making
— Unverified Dynamic network congestion pricing based on deep reinforcement learning Jun 24, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Learning the policy for mixed electric platoon control of automated and human-driven vehicles at signalized intersection: a random search approach Jun 24, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Joint Representation Training in Sequential Tasks with Shared Structure Jun 24, 2022 Multi-Armed Bandits Reinforcement Learning (RL)
— Unverified Eco-driving for Electric Connected Vehicles at Signalized Intersections: A Parameterized Reinforcement Learning approach Jun 24, 2022 Reinforcement Learning (RL)
— Unverified Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning Jun 24, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Reinforcement learning based adaptive metaheuristics Jun 24, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach Jun 24, 2022 Autonomous Vehicles Deep Reinforcement Learning
— Unverified Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems Jun 24, 2022 reinforcement-learning Reinforcement Learning
— Unverified Value Function Decomposition for Iterative Design of Reinforcement Learning Agents Jun 24, 2022 Decision Making reinforcement-learning
— Unverified Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation Jun 23, 2022 reinforcement-learning Reinforcement Learning
— Unverified The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality Jun 23, 2022 Reinforcement Learning (RL) Traffic Signal Control
— Unverified Reinforcement Learning under Partial Observability Guided by Learned Environment Models Jun 23, 2022 Q-Learning reinforcement-learning
— Unverified Recursive Reinforcement Learning Jun 23, 2022 Ingenuity Q-Learning
— Unverified A Federated Reinforcement Learning Method with Quantization for Cooperative Edge Caching in Fog Radio Access Networks Jun 23, 2022 Deep Reinforcement Learning Quantization
— Unverified Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations Jun 23, 2022 Reinforcement Learning (RL)
— Unverified CGAR: Critic Guided Action Redistribution in Reinforcement Leaning Jun 23, 2022 MuJoCo Reinforcement Learning (RL)
Code Code Available Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space Jun 22, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation Jun 22, 2022 Efficient Exploration Object
— Unverified Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks Jun 22, 2022 Bilevel Optimization Federated Learning
— Unverified Fusion of Model-free Reinforcement Learning with Microgrid Control: Review and Vision Jun 22, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Multi-Horizon Representations with Hierarchical Forward Models for Reinforcement Learning Jun 22, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Auto-Encoding Adversarial Imitation Learning Jun 22, 2022 Decision Making Imitation Learning
— Unverified Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer Jun 22, 2022 Reinforcement Learning (RL) Transfer Learning
Code Code Available Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data Jun 22, 2022 Reinforcement Learning (RL) Stochastic Optimization
— Unverified PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning Jun 22, 2022 counterfactual Multi-agent Reinforcement Learning
Code Code Available Meta Reinforcement Learning with Finite Training Tasks -- a Density Estimation Approach Jun 21, 2022 Density Estimation Dimensionality Reduction
Code Code Available Model-Based Imitation Learning Using Entropy Regularization of Model and Policy Jun 21, 2022 counterfactual Imitation Learning
— Unverified The Integration of Machine Learning into Automated Test Generation: A Systematic Mapping Study Jun 21, 2022 BIG-bench Machine Learning Q-Learning
— Unverified Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking Jun 21, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL Jun 21, 2022 Reinforcement Learning (RL)
— Unverified Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization Jun 21, 2022 Deep Reinforcement Learning Problem Decomposition
— Unverified Federated Stochastic Approximation under Markov Noise and Heterogeneity: Applications in Reinforcement Learning Jun 21, 2022 Q-Learning reinforcement-learning
— Unverified A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences Jun 21, 2022 Reinforcement Learning (RL)
— Unverified Finding Optimal Policy for Queueing Models: New Parameterization Jun 21, 2022 Navigate reinforcement-learning
— Unverified Imitate then Transcend: Multi-Agent Optimal Execution with Dual-Window Denoise PPO Jun 21, 2022 Imitation Learning Reinforcement Learning (RL)
— Unverified Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars Jun 21, 2022 Deep Reinforcement Learning Model-based Reinforcement Learning
— Unverified Guided Safe Shooting: model based reinforcement learning with safety constraints Jun 20, 2022 Decision Making Model-based Reinforcement Learning
— Unverified Deep reinforced active learning for multi-class image classification Jun 20, 2022 Active Learning Classification
— Unverified From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning Jun 20, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Constrained Reinforcement Learning for Robotics via Scenario-Based Programming Jun 20, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning? Jun 20, 2022 All Multi-agent Reinforcement Learning
— Unverified Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG Jun 19, 2022 Deep Reinforcement Learning Edge-computing
— Unverified A Survey on Model-based Reinforcement Learning Jun 19, 2022 Decision Making model
— Unverified Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning Jun 19, 2022 Generative Adversarial Network Imitation Learning
— Unverified Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation Jun 19, 2022 reinforcement-learning Reinforcement Learning
— Unverified Bootstrapped Transformer for Offline Reinforcement Learning Jun 17, 2022 Offline RL reinforcement-learning
— Unverified Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder Jun 17, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified 