| BeBold: Exploration Beyond the Boundary of Explored Regions | Dec 15, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 |
| Reinforcement Learning for Contact-Rich Tasks: Robotic Peg Insertion Strategies | Dec 14, 2020 | Contact-rich ManipulationDeep Reinforcement Learning | CodeCode Available | 1 |
| An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search | Dec 10, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks | Dec 2, 2020 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| Learning Multi-Agent Communication through Structured Attentive Reasoning | Dec 1, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration | Dec 1, 2020 | Deep Reinforcement Learning | CodeCode Available | 1 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Symmetry-Aware Actor-Critic for 3D Molecular Design | Nov 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings | Nov 25, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| World Model as a Graph: Learning Latent Landmarks for Planning | Nov 25, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Revisiting Rainbow: Promoting more Insightful and Inclusive Deep Reinforcement Learning Research | Nov 20, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems | Nov 18, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking | Nov 15, 2020 | Benchmarkingcontinuous-control | CodeCode Available | 1 |
| CDT: Cascading Decision Trees for Explainable Reinforcement Learning | Nov 15, 2020 | Deep Reinforcement LearningExplainable Models | CodeCode Available | 1 |
| SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation | Nov 14, 2020 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| DeepMind Lab2D | Nov 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network | Nov 12, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Decentralized Motion Planning for Multi-Robot Navigation using Deep Reinforcement Learning | Nov 11, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling | Nov 9, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning | Nov 9, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Drafting in Collectible Card Games via Reinforcement Learning | Nov 7, 2020 | Card GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Trajectories for Visual-Inertial System Calibration via Model-based Heuristic Deep Reinforcement Learning | Nov 4, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Self-Driving Network and Service Coordination Using Deep Reinforcement Learning | Nov 2, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning | Oct 27, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning Financial Asset-Specific Trading Rules via Deep Reinforcement Learning | Oct 27, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
