| DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning | Jul 25, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Cooperative Exploration for Multi-Agent Deep Reinforcement Learning | Jul 23, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep equal risk pricing of financial derivatives with non-translation invariant risk measures | Jul 23, 2021 | Deep Reinforcement LearningERP | —Unverified | 0 |
| Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics | Jul 21, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments | Jul 21, 2021 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| 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 |
