| Learning Efficient Online 3D Bin Packing on Packing Configuration Trees | Sep 29, 2021 | 3D Bin PackingDeep Reinforcement Learning | CodeCode Available | 2 |
| DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation | Oct 19, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 2 |
| Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management | Feb 1, 2024 | Deep Reinforcement LearningManagement | CodeCode Available | 2 |
| QuadSwarm: A Modular Multi-Quadrotor Simulator for Deep Reinforcement Learning with Direct Thrust Control | Jun 15, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 2 |
| Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching | Dec 16, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 2 |
| rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch | Sep 3, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 2 |
| RoboPianist: Dexterous Piano Playing with Deep Reinforcement Learning | Apr 9, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 2 |
| Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach | Jul 2, 2024 | Deep Reinforcement Learning | CodeCode Available | 2 |
| Simulation to Scaled City: Zero-Shot Policy Transfer for Traffic Control via Autonomous Vehicles | Dec 14, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 2 |
| SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning | Mar 14, 2024 | Deep Reinforcement LearningDictionary Learning | CodeCode Available | 2 |
| Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models | May 30, 2018 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 2 |
| Deep Reinforcement Learning with Enhanced PPO for Safe Mobile Robot Navigation | May 25, 2024 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 2 |
| DayDreamer: World Models for Physical Robot Learning | Jun 28, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 2 |
| Conformal Symplectic Optimization for Stable Reinforcement Learning | Dec 3, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 2 |
| Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing | Feb 18, 2024 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 2 |
| 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 |
| 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 |
| Benchmarking Deep Reinforcement Learning for Continuous Control | Apr 22, 2016 | Action Triplet RecognitionAtari Games | CodeCode Available | 2 |
| A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning | Aug 16, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Decoupling Representation Learning from Reinforcement Learning | Sep 14, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 2 |
| Accelerated Methods for Deep Reinforcement Learning | Mar 7, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 2 |
| RLtools: A Fast, Portable Deep Reinforcement Learning Library for Continuous Control | Jun 6, 2023 | continuous-controlContinuous Control | CodeCode Available | 2 |
| CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning | Jul 5, 2022 | Code GenerationDecoder | CodeCode Available | 2 |
| Deep Reinforcement Learning for Multi-Agent Interaction | Aug 2, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 2 |
| DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | Jun 11, 2021 | Card GamesDeep Reinforcement Learning | CodeCode Available | 2 |
