| Continuous Control with Deep Reinforcement Learning for Autonomous Vessels | Jun 27, 2021 | Collision Avoidancecontinuous-control | —Unverified | 0 |
| A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation | Jun 25, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots | Jun 24, 2021 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL | Jun 22, 2021 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Off-Policy Reinforcement Learning with Delayed Rewards | Jun 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning for Physical Layer Communications | Jun 22, 2021 | Deep Reinforcement LearningMulti-Armed Bandits | CodeCode Available | 0 |
| Emphatic Algorithms for Deep Reinforcement Learning | Jun 21, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming | Jun 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Learning the Non-Differentiable Optimization for Blind Super-Resolution | Jun 19, 2021 | Blind Super-ResolutionDeep Reinforcement Learning | —Unverified | 0 |
| ColorRL: Reinforced Coloring for End-to-End Instance Segmentation | Jun 19, 2021 | Deep Reinforcement LearningInstance Segmentation | —Unverified | 0 |
