| World Models for General Surgical Grasping | May 28, 2024 | Deep Reinforcement LearningPose Estimation | —Unverified | 0 |
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| Amortized Active Causal Induction with Deep Reinforcement Learning | May 26, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning | May 25, 2024 | Atari GamesAutoML | —Unverified | 0 |
| Deep Reinforcement Learning with Enhanced PPO for Safe Mobile Robot Navigation | May 25, 2024 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 2 |
| SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning | May 24, 2024 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
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| Closed-form Symbolic Solutions: A New Perspective on Solving Partial Differential Equations | May 23, 2024 | Deep Reinforcement LearningForm | —Unverified | 0 |
| Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach | May 23, 2024 | Deep Reinforcement LearningIntegrated sensing and communication | —Unverified | 0 |
| Deep Reinforcement Learning for 5*5 Multiplayer Go | May 23, 2024 | Deep Reinforcement LearningGame of Go | —Unverified | 0 |
| A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points | May 23, 2024 | Change DetectionDeep Reinforcement Learning | —Unverified | 0 |
| Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates | May 22, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity | May 22, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Uncertainty-Aware DRL for Autonomous Vehicle Crowd Navigation in Shared Space | May 22, 2024 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 |
| Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach | May 21, 2024 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Time-Critical Wilderness Search And Rescue Using Drones | May 21, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Rethinking Robustness Assessment: Adversarial Attacks on Learning-based Quadrupedal Locomotion Controllers | May 21, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems | May 21, 2024 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Continual Deep Reinforcement Learning for Decentralized Satellite Routing | May 20, 2024 | Continual LearningDeep Reinforcement Learning | —Unverified | 0 |
| Investigating the Impact of Choice on Deep Reinforcement Learning for Space Controls | May 20, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space | May 20, 2024 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Exploiting Distributional Value Functions for Financial Market Valuation, Enhanced Feature Creation and Improvement of Trading Algorithms | May 19, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks | May 19, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
