| Population-Guided Imitation Learning | Sep 27, 2020 | Atari GamesImitation Learning | —Unverified | 0 |
| Soft policy optimization using dual-track advantage estimator | Sep 15, 2020 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
| Constrained Markov Decision Processes via Backward Value Functions | Aug 26, 2020 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
| Adversarial Imitation Learning via Random Search | Aug 21, 2020 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Forward and inverse reinforcement learning sharing network weights and hyperparameters | Aug 17, 2020 | Imitation LearningMuJoCo | —Unverified | 0 |
| Overcoming Model Bias for Robust Offline Deep Reinforcement Learning | Aug 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals | Aug 5, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Weak Human Preference Supervision For Deep Reinforcement Learning | Jul 25, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Learning to Play Cup-and-Ball with Noisy Camera Observations | Jul 19, 2020 | MuJoCo | CodeCode Available | 0 |
| CoNES: Convex Natural Evolutionary Strategies | Jul 16, 2020 | BenchmarkingMuJoCo | —Unverified | 0 |
| Inverse Reinforcement Learning from a Gradient-based Learner | Jul 15, 2020 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Regularly Updated Deterministic Policy Gradient Algorithm | Jul 1, 2020 | MuJoCoQ-Learning | —Unverified | 0 |
| DDPG++: Striving for Simplicity in Continuous-control Off-Policy Reinforcement Learning | Jun 26, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| SOAC: The Soft Option Actor-Critic Architecture | Jun 25, 2020 | MuJoCoTransfer Learning | —Unverified | 0 |
| ELSIM: End-to-end learning of reusable skills through intrinsic motivation | Jun 23, 2020 | Developmental LearningMuJoCo | —Unverified | 0 |
| dm_control: Software and Tasks for Continuous Control | Jun 22, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Non-local Policy Optimization via Diversity-regularized Collaborative Exploration | Jun 14, 2020 | DiversityMuJoCo | —Unverified | 0 |
| Continuous Control for Searching and Planning with a Learned Model | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Decorrelated Double Q-learning | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| From proprioception to long-horizon planning in novel environments: A hierarchical RL model | Jun 11, 2020 | Efficient ExplorationModel Predictive Control | —Unverified | 0 |
| Primal Wasserstein Imitation Learning | Jun 8, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Cross-Domain Imitation Learning with a Dual Structure | Jun 2, 2020 | Imitation LearningMuJoCo | —Unverified | 0 |
| Gradient Monitored Reinforcement Learning | May 25, 2020 | Atari Gamescontinuous-control | —Unverified | 0 |
| Novel Policy Seeking with Constrained Optimization | May 21, 2020 | DiversityMuJoCo | CodeCode Available | 0 |
| Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning | May 14, 2020 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |