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| Autonomous Navigation of an Ultrasound Probe Towards Standard Scan Planes with Deep Reinforcement Learning | Mar 1, 2021 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Adaptive Mesh Refinement | Mar 1, 2021 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck | Feb 26, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| No-Regret Reinforcement Learning with Heavy-Tailed Rewards | Feb 25, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Where to go next: Learning a Subgoal Recommendation Policy for Navigation Among Pedestrians | Feb 25, 2021 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| On The Effect of Auxiliary Tasks on Representation Dynamics | Feb 25, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Load Shedding for Grid Emergency Control via Deep Reinforcement Learning | Feb 25, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Radio Resource Management for Cellular-Connected UAV: A Learning Approach | Feb 25, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic | Feb 24, 2021 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Safe Landing Site Selection with Concurrent Consideration of Divert Maneuvers | Feb 24, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| FIXAR: A Fixed-Point Deep Reinforcement Learning Platform with Quantization-Aware Training and Adaptive Parallelism | Feb 24, 2021 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Domain-invariant NBV Planner for Active Cross-domain Self-localization | Feb 23, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Return-Based Contrastive Representation Learning for Reinforcement Learning | Feb 22, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Spectrum Sharing of LTE and NR | Feb 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improved Learning of Robot Manipulation Tasks via Tactile Intrinsic Motivation | Feb 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning | Feb 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| QoE Optimization for Live Video Streaming in UAV-to-UAV Communications via Deep Reinforcement Learning | Feb 21, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| How To Train Your HERON | Feb 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning | Feb 19, 2021 | Automated Theorem ProvingDeep Reinforcement Learning | —Unverified | 0 |
| Strategic bidding in freight transport using deep reinforcement learning | Feb 18, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Privacy-Preserving Kickstarting Deep Reinforcement Learning with Privacy-Aware Learners | Feb 18, 2021 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming | Feb 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning for Beam Pattern Design in Millimeter Wave and Massive MIMO Systems | Feb 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning | Feb 17, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
