| A Federated Reinforcement Learning Method with Quantization for Cooperative Edge Caching in Fog Radio Access Networks | Jun 23, 2022 | Deep Reinforcement LearningQuantization | —Unverified | 0 |
| Multi-Access Point Coordination for Next-Gen Wi-Fi Networks Aided by Deep Reinforcement Learning | Jun 22, 2022 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space | Jun 22, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations | Jun 21, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum | Jun 21, 2022 | Adversarial RobustnessDeep Reinforcement Learning | CodeCode Available | 1 |
| Finite Expression Method for Solving High-Dimensional Partial Differential Equations | Jun 21, 2022 | Deep Reinforcement LearningVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars | Jun 21, 2022 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization | Jun 21, 2022 | Deep Reinforcement LearningProblem Decomposition | —Unverified | 0 |
| Deep reinforced active learning for multi-class image classification | Jun 20, 2022 | Active LearningClassification | —Unverified | 0 |
| Constrained Reinforcement Learning for Robotics via Scenario-Based Programming | Jun 20, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sampling Efficient Deep Reinforcement Learning through Preference-Guided Stochastic Exploration | Jun 20, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| An Embedded Feature Selection Framework for Control | Jun 19, 2022 | Deep Reinforcement Learningfeature selection | CodeCode Available | 0 |
| Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG | Jun 19, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder | Jun 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| The State of Sparse Training in Deep Reinforcement Learning | Jun 17, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments | Jun 17, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications | Jun 16, 2022 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches | Jun 16, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Autonomous Platoon Control with Integrated Deep Reinforcement Learning and Dynamic Programming | Jun 15, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers | Jun 15, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Search-Based Testing Approach for Deep Reinforcement Learning Agents | Jun 15, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising | Jun 14, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch | Jun 14, 2022 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search | Jun 14, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading | Jun 13, 2022 | Deep Reinforcement LearningTime Series | —Unverified | 0 |
