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| Resource allocation algorithm for MEC based on Deep Reinforcement Learning | Jan 20, 2022 | Deep Reinforcement LearningEdge-computing | —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 |
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| Self-Awareness Safety of Deep Reinforcement Learning in Road Traffic Junction Driving | Jan 20, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
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| Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning | Jan 18, 2022 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
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| Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal | Jan 18, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 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 |
| Profitable Strategy Design by Using Deep Reinforcement Learning for Trades on Cryptocurrency Markets | Jan 15, 2022 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Recursive Least Squares Advantage Actor-Critic Algorithms | Jan 15, 2022 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control | Jan 15, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Reinforcement Learning for Shared Autonomous Vehicles (SAV) Fleet Management | Jan 15, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Smart Magnetic Microrobots Learn to Swim with Deep Reinforcement Learning | Jan 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automated Reinforcement Learning: An Overview | Jan 13, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Weakly Supervised Scene Text Detection using Deep Reinforcement Learning | Jan 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 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 |
| Evolutionary Action Selection for Gradient-based Policy Learning | Jan 12, 2022 | continuous-controlContinuous Control | —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 |
