| ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement | Jul 13, 2021 | Deep Reinforcement LearningImage Enhancement | CodeCode Available | 1 |
| A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization | Jul 13, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery | Jul 12, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Deep Reinforcement Learning for Intelligent Traffic Monitoring with a Team of Aerial Robots | Jul 10, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Learning Interaction-aware Guidance Policies for Motion Planning in Dense Traffic Scenarios | Jul 9, 2021 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention | Jul 9, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection | Jul 8, 2021 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning | Jul 8, 2021 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research | Jul 7, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Pseudo-Model-Free Hedging for Variable Annuities via Deep Reinforcement Learning | Jul 7, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
