| Policy Search by Target Distribution Learning for Continuous Control | May 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Distributional Policy Optimization: An Alternative Approach for Continuous Control | May 23, 2019 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Trajectory-Based Off-Policy Deep Reinforcement Learning | May 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learning Novel Policies For Tasks | May 13, 2019 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 |
| Object Exchangeability in Reinforcement Learning: Extended Abstract | May 7, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Neural Logic Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningInductive logic programming | CodeCode Available | 0 |
| Similarities between policy gradient methods (PGM) in Reinforcement learning (RL) and supervised learning (SL) | Apr 12, 2019 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Only Relevant Information Matters: Filtering Out Noisy Samples to Boost RL | Apr 8, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| StartNet: Online Detection of Action Start in Untrimmed Videos | Mar 23, 2019 | Action ClassificationPolicy Gradient Methods | —Unverified | 0 |
| Evaluating Rewards for Question Generation Models | Feb 28, 2019 | Machine TranslationPolicy Gradient Methods | CodeCode Available | 0 |
