| RealAnt: An Open-Source Low-Cost Quadruped for Education and Research in Real-World Reinforcement Learning | Nov 5, 2020 | MuJoCoreinforcement-learning | CodeCode Available | 1 |
| Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping | Nov 5, 2020 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
| Cooperative Heterogeneous Deep Reinforcement Learning | Nov 2, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Can Reinforcement Learning for Continuous Control Generalize Across Physics Engines? | Oct 27, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification | Oct 20, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control | Oct 15, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Human-guided Robot Behavior Learning: A GAN-assisted Preference-based Reinforcement Learning Approach | Oct 15, 2020 | Generative Adversarial NetworkMuJoCo | CodeCode Available | 0 |
| Self-Imitation Learning for Robot Tasks with Sparse and Delayed Rewards | Oct 14, 2020 | Imitation LearningMuJoCo | CodeCode Available | 0 |
| Balancing Constraints and Rewards with Meta-Gradient D4PG | Oct 13, 2020 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
| Hindsight Experience Replay with Kronecker Product Approximate Curvature | Oct 9, 2020 | MuJoCo | —Unverified | 0 |
