| A Deep Reinforcement Learning Approach for Fair Traffic Signal Control | Jul 21, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning | Jul 19, 2021 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Co-designing Intelligent Control of Building HVACs and Microgrids | Jul 18, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| High-Accuracy Model-Based Reinforcement Learning, a Survey | Jul 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems | Jul 17, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Visual Adversarial Imitation Learning using Variational Models | Jul 16, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization | Jul 16, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi | Jul 15, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Graph-Embedded Multi-Agent Learning for Smart Reconfigurable THz MIMO-NOMA Networks | Jul 15, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning based Dynamic Optimization of Bus Timetable | Jul 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification | Jul 15, 2021 | Conformal PredictionDeep Reinforcement Learning | CodeCode Available | 1 |
| Mixing Human Demonstrations with Self-Exploration in Experience Replay for Deep Reinforcement Learning | Jul 14, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Going Beyond Linear RL: Sample Efficient Neural Function Approximation | Jul 14, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| QoS-Aware Scheduling in New Radio Using Deep Reinforcement Learning | Jul 14, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning based E2E Energy Efficient in Joint Radio and NFV Resource Allocation for 5G and Beyond Networks | Jul 13, 2021 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| 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 |
