| Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration | Jul 30, 2018 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Remember and Forget for Experience Replay | Jul 16, 2018 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Variance Reduction for Reinforcement Learning in Input-Driven Environments | Jul 6, 2018 | Meta-LearningMuJoCo | —Unverified | 0 |
| Learning Goal-Oriented Visual Dialog via Tempered Policy Gradient | Jul 2, 2018 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Policy Optimization with Demonstrations | Jul 1, 2018 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 |
| Focused Hierarchical RNNs for Conditional Sequence Processing | Jun 12, 2018 | Open-Domain Question AnsweringPolicy Gradient Methods | —Unverified | 0 |
| Fingerprint Policy Optimisation for Robust Reinforcement Learning | May 27, 2018 | Bayesian OptimisationContinuous Control | —Unverified | 0 |
| Learning Self-Imitating Diverse Policies | May 25, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Multiagent Soft Q-Learning | Apr 25, 2018 | Policy Gradient MethodsQ-Learning | —Unverified | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
