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| SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning | Oct 13, 2024 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 2 | 5 |
| Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI | Oct 10, 2022 | Deep Reinforcement Learning | CodeCode Available | 2 | 5 |
| Deep Reinforcement Learning with Enhanced PPO for Safe Mobile Robot Navigation | May 25, 2024 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 2 | 5 |
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| Conformal Symplectic Optimization for Stable Reinforcement Learning | Dec 3, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 2 | 5 |
| CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning | Jul 5, 2022 | Code GenerationDecoder | CodeCode Available | 2 | 5 |
| Cooperative Edge Caching Based on Elastic Federated and Multi-Agent Deep Reinforcement Learning in Next-Generation Network | Jan 18, 2024 | Deep Reinforcement LearningFederated Learning | CodeCode Available | 2 | 5 |
| Accelerated Policy Learning with Parallel Differentiable Simulation | Apr 14, 2022 | Deep Reinforcement Learning | CodeCode Available | 2 | 5 |
| RLtools: A Fast, Portable Deep Reinforcement Learning Library for Continuous Control | Jun 6, 2023 | continuous-controlContinuous Control | CodeCode Available | 2 | 5 |