| A Maintenance Planning Framework using Online and Offline Deep Reinforcement Learning | Aug 1, 2022 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach | Aug 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| GANDSE: Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design | Aug 1, 2022 | CPUDeep Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Precise Soccer Shooting Skills using a Quadrupedal Robot | Aug 1, 2022 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Learning to Grasp on the Moon from 3D Octree Observations with Deep Reinforcement Learning | Aug 1, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Sampling, Communication, and Prediction Co-Design for Synchronizing the Real-World Device and Digital Model in Metaverse | Jul 31, 2022 | Deep Reinforcement LearningMixed Reality | —Unverified | 0 |
| Solving the vehicle routing problem with deep reinforcement learning | Jul 30, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for System-on-Chip: Myths and Realities | Jul 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cyclic Policy Distillation: Sample-Efficient Sim-to-Real Reinforcement Learning with Domain Randomization | Jul 29, 2022 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Multi-Objective Provisioning of Network Slices using Deep Reinforcement Learning | Jul 27, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms | Jul 27, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Vision-Aided Blockage Avoidance in UAV-assisted V2X Communications | Jul 26, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration | Jul 25, 2022 | DeblurringDeep Reinforcement Learning | —Unverified | 0 |
| Halftoning with Multi-Agent Deep Reinforcement Learning | Jul 23, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Epersist: A Self Balancing Robot Using PID Controller And Deep Reinforcement Learning | Jul 23, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning an Adaptive Forwarding Strategy for Mobile Wireless Networks: Resource Usage vs. Latency | Jul 23, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning | Jul 21, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Knowledge-enhanced Black-box Attacks for Recommendations | Jul 21, 2022 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Abstract Demonstrations and Adaptive Exploration for Efficient and Stable Multi-step Sparse Reward Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation | Jul 18, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems | Jul 18, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Associative Memory Based Experience Replay for Deep Reinforcement Learning | Jul 16, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Bootstrap State Representation using Style Transfer for Better Generalization in Deep Reinforcement Learning | Jul 15, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 0 |
| Optimizing Data Collection in Deep Reinforcement Learning | Jul 15, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning-Driven Mitigation of Adverse Effects of Cyber-Attacks on Electric Vehicle Charging Station | Jul 14, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Covy: An AI-powered Robot with a Compound Vision System for Detecting Breaches in Social Distancing | Jul 14, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games | Jul 13, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| State Dropout-Based Curriculum Reinforcement Learning for Self-Driving at Unsignalized Intersections | Jul 10, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Deep Reinforcement Learning for Long-Term Voltage Stability Control | Jul 9, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning-based Autonomous Channel Access in the Presence of Hidden Terminals | Jul 7, 2022 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning | Jul 7, 2022 | 2D Object DetectionDeep Reinforcement Learning | —Unverified | 0 |
| Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition | Jul 7, 2022 | Cross-corpusDeep Reinforcement Learning | —Unverified | 0 |
| Learning the Quality of Machine Permutations in Job Shop Scheduling | Jul 7, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Vessel-following model for inland waterways based on deep reinforcement learning | Jul 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Tackling Real-World Autonomous Driving using Deep Reinforcement Learning | Jul 5, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Approach for Trading Automation in The Stock Market | Jul 5, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Resource Allocation in Multicore Elastic Optical Networks: A Deep Reinforcement Learning Approach | Jul 5, 2022 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications | Jul 5, 2022 | Deep Reinforcement LearningExplainable artificial intelligence | —Unverified | 0 |
| Asynchronous Curriculum Experience Replay: A Deep Reinforcement Learning Approach for UAV Autonomous Motion Control in Unknown Dynamic Environments | Jul 4, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Renaissance Robot: Optimal Transport Policy Fusion for Learning Diverse Skills | Jul 3, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Interactive Query-Assisted Summarization via Deep Reinforcement Learning | Jul 1, 2022 | Deep Reinforcement LearningInformativeness | CodeCode Available | 0 |
| A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning | Jul 1, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning | Jul 1, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents | Jul 1, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Swin Transformers | Jun 30, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning | Jun 30, 2022 | Board GamesDecision Making | —Unverified | 0 |
| Colonoscopy Navigation using End-to-End Deep Visuomotor Control: A User Study | Jun 30, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Small Bowel Path Tracking using Different Types of Annotations | Jun 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Conditionally Elicitable Dynamic Risk Measures for Deep Reinforcement Learning | Jun 29, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
