| Hyperparameter Tuning for Deep Reinforcement Learning Applications | Jan 26, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems | Jan 25, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Using Deep Reinforcement Learning for Zero Defect Smart Forging | Jan 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Large-Scale Graph Reinforcement Learning in Wireless Control Systems | Jan 24, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning | Jan 24, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots | Jan 24, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Spiking Q-learning | Jan 21, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning under signal temporal logic constraints using Lagrangian relaxation | Jan 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning | Jan 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Environment Generation for Zero-Shot Compositional Reinforcement Learning | Jan 21, 2022 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Resource allocation algorithm for MEC based on Deep Reinforcement Learning | Jan 20, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning | Jan 20, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Self-Awareness Safety of Deep Reinforcement Learning in Road Traffic Junction Driving | Jan 20, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Enhancement or Super-Resolution: Learning-based Adaptive Video Streaming with Client-Side Video Processing | Jan 20, 2022 | Deep Reinforcement LearningSuper-Resolution | —Unverified | 0 |
| EdgeMap: CrowdSourcing High Definition Map in Automotive Edge Computing | Jan 20, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Reinforcement Learning Textbook | Jan 19, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Hybrid Reinforcement Learning-Based Eco-Driving Strategy for Connected and Automated Vehicles at Signalized Intersections | Jan 19, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal | Jan 18, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents | Jan 18, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning | Jan 18, 2022 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Exploration by Random Network Distillation | Jan 17, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| The 37 Implementation Details of Proximal Policy Optimization | Jan 17, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Summarising and Comparing Agent Dynamics with Contrastive Spatiotemporal Abstraction | Jan 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning | Jan 16, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Recursive Least Squares Advantage Actor-Critic Algorithms | Jan 15, 2022 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Deep Reinforcement Learning for Shared Autonomous Vehicles (SAV) Fleet Management | Jan 15, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Profitable Strategy Design by Using Deep Reinforcement Learning for Trades on Cryptocurrency Markets | Jan 15, 2022 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control | Jan 15, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Smart Magnetic Microrobots Learn to Swim with Deep Reinforcement Learning | Jan 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Weakly Supervised Scene Text Detection using Deep Reinforcement Learning | Jan 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automated Reinforcement Learning: An Overview | Jan 13, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning | Jan 13, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Evolutionary Action Selection for Gradient-based Policy Learning | Jan 12, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Multi-echelon Supply Chains with Uncertain Seasonal Demands and Lead Times Using Deep Reinforcement Learning | Jan 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Task Independent Capsule-Based Agents for Deep Q-Learning | Jan 11, 2022 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| Benchmarking Deep Reinforcement Learning Algorithms for Vision-based Robotics | Jan 11, 2022 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection | Jan 11, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Verified Probabilistic Policies for Deep Reinforcement Learning | Jan 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic | Jan 9, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture | Jan 8, 2022 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Mirror Learning: A Unifying Framework of Policy Optimisation | Jan 7, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Balsa: Learning a Query Optimizer Without Expert Demonstrations | Jan 5, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size | Jan 5, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation | Jan 5, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Learning Control Policies for Fall prevention and safety in bipedal locomotion | Jan 4, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning, a textbook | Jan 4, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Analyzing Micro-Founded General Equilibrium Models with Many Agents using Deep Reinforcement Learning | Jan 3, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism | Jan 3, 2022 | Deep Reinforcement LearningGraph Representation Learning | CodeCode Available | 1 |
| Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification | Jan 1, 2022 | Deep Reinforcement LearningImage-To-Video Person Re-Identification | —Unverified | 0 |
| AME: Attention and Memory Enhancement in Hyper-Parameter Optimization | Jan 1, 2022 | Deep Reinforcement Learningimage-classification | —Unverified | 0 |
