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| Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics | May 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Utilizing Skipped Frames in Action Repeats via Pseudo-Actions | May 7, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning | May 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance | May 5, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Learning Algorithms for Regenerative Stopping Problems with Applications to Shipping Consolidation in Logistics | May 5, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning | May 4, 2021 | Behavioural cloningDeep Reinforcement Learning | —Unverified | 0 |
