| Subgoal Discovery for Hierarchical Dialogue Policy Learning | Apr 20, 2018 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making | Apr 20, 2018 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Latent Space Policies for Hierarchical Reinforcement Learning | Apr 9, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning: Approximating Optimal Discounted TSP Using Local Policies | Mar 13, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Logically-Constrained Reinforcement Learning | Jan 24, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| AUTOMATA GUIDED HIERARCHICAL REINFORCEMENT LEARNING FOR ZERO-SHOT SKILL COMPOSITION | Jan 1, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Universal Agent for Disentangling Environments and Tasks | Jan 1, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| The Eigenoption-Critic Framework | Dec 11, 2017 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
| Learning Multi-Level Hierarchies with Hindsight | Dec 4, 2017 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Video Captioning via Hierarchical Reinforcement Learning | Nov 29, 2017 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
