| Contextual Exploration Using a Linear Approximation Method Based on Satisficing | Dec 13, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning | Dec 11, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| Quantum Architecture Search via Continual Reinforcement Learning | Dec 10, 2021 | Continual LearningDeep Reinforcement Learning | —Unverified | 0 |
| Faster Deep Reinforcement Learning with Slower Online Network | Dec 10, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Zero-Shot Uncertainty-Aware Deployment of Simulation Trained Policies on Real-World Robots | Dec 10, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| High-Dimensional Stock Portfolio Trading with Deep Reinforcement Learning | Dec 9, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Learning Generalizable Behavior via Visual Rewrite Rules | Dec 9, 2021 | Deep Reinforcement LearningDescriptive | —Unverified | 0 |
| DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization | Dec 9, 2021 | Atari GamesD4RL | —Unverified | 0 |
| A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions | Dec 8, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Application of Deep Reinforcement Learning to Payment Fraud | Dec 8, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
