| Component Transfer Learning for Deep RL Based on Abstract Representations | Nov 22, 2021 | Deep Reinforcement LearningTransfer Learning | CodeCode Available | 0 |
| Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning | Nov 21, 2021 | Deep Reinforcement Learningenergy trading | —Unverified | 0 |
| Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval | Nov 21, 2021 | Deep Reinforcement LearningImage Retrieval | CodeCode Available | 0 |
| Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning | Nov 21, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning | Nov 19, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| A Survey of Zero-shot Generalisation in Deep Reinforcement Learning | Nov 18, 2021 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance | Nov 17, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning for Entity Alignment | Nov 16, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| GRI: General Reinforced Imitation and its Application to Vision-Based Autonomous Driving | Nov 16, 2021 | Autonomous DrivingCARLA MAP Leaderboard | —Unverified | 0 |
| CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms | Nov 16, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| Reinforcement Learning of Self Enhancing Camera Image and Signal Processing | Nov 15, 2021 | BlockingData Augmentation | CodeCode Available | 0 |
| Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning | Nov 13, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust Deep Reinforcement Learning for Extractive Legal Summarization | Nov 13, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning | Nov 13, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| AWD3: Dynamic Reduction of the Estimation Bias | Nov 12, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| User Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach | Nov 11, 2021 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Expert Human-Level Driving in Gran Turismo Sport Using Deep Reinforcement Learning with Image-based Representation | Nov 11, 2021 | AI AgentDeep Reinforcement Learning | —Unverified | 0 |
| Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention | Nov 10, 2021 | BlockingDecision Making | —Unverified | 0 |
| FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance | Nov 7, 2021 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance | Nov 7, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments | Nov 7, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach | Nov 7, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Development of collective behavior in newborn artificial agents | Nov 6, 2021 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Composing Moving IoT Services | Nov 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust Deep Reinforcement Learning for Quadcopter Control | Nov 6, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
