| Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems | Jul 18, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation | Jul 18, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 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 |
| Asset Allocation: From Markowitz to Deep Reinforcement Learning | Jul 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition | Jul 7, 2022 | Cross-corpusDeep Reinforcement Learning | —Unverified | 0 |
| Learning-based Autonomous Channel Access in the Presence of Hidden Terminals | Jul 7, 2022 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Vessel-following model for inland waterways based on deep reinforcement learning | Jul 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning the Quality of Machine Permutations in Job Shop Scheduling | Jul 7, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning | Jul 7, 2022 | 2D Object DetectionDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Approach for Trading Automation in The Stock Market | Jul 5, 2022 | Decision MakingDeep 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 |
| Tackling Real-World Autonomous Driving using Deep Reinforcement Learning | Jul 5, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Resource Allocation in Multicore Elastic Optical Networks: A Deep Reinforcement Learning Approach | Jul 5, 2022 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning | Jul 5, 2022 | Code GenerationDecoder | CodeCode Available | 2 |
| Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning | Jul 4, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| Stabilizing Off-Policy Deep Reinforcement Learning from Pixels | Jul 3, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning | Jul 1, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Interactive Query-Assisted Summarization via Deep Reinforcement Learning | Jul 1, 2022 | Deep Reinforcement LearningInformativeness | CodeCode Available | 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 |
| Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning | Jun 28, 2022 | Deep Reinforcement LearningSokoban | —Unverified | 0 |
| Dependency Parsing with Backtracking using Deep Reinforcement Learning | Jun 28, 2022 | Deep Reinforcement LearningDependency Parsing | —Unverified | 0 |
| Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse | Jun 28, 2022 | Continuous ControlDecision Making | CodeCode Available | 1 |
| DayDreamer: World Models for Physical Robot Learning | Jun 28, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 2 |
| Traffic Management of Autonomous Vehicles using Policy Based Deep Reinforcement Learning and Intelligent Routing | Jun 28, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Position-Agnostic Autonomous Navigation in Vineyards with Deep Reinforcement Learning | Jun 28, 2022 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines | Jun 27, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Policy Optimization with Generalist-Specialist Learning | Jun 26, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Tackling Asymmetric and Circular Sequential Social Dilemmas with Reinforcement Learning and Graph-based Tit-for-Tat | Jun 26, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning | Jun 25, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation | Jun 25, 2022 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach | Jun 24, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Dynamic network congestion pricing based on deep reinforcement learning | Jun 24, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Toward multi-target self-organizing pursuit in a partially observable Markov game | Jun 24, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-Agent Deep Reinforcement Learning for Cost- and Delay-Sensitive Virtual Network Function Placement and Routing | Jun 24, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets | Jun 23, 2022 | Deep Reinforcement LearningDemand Forecasting | —Unverified | 0 |
