| Hierarchical Reinforcement Learning with Deep Nested Agents | May 18, 2018 | Hierarchical Reinforcement LearningMinecraft | —Unverified | 0 |
| Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes | May 11, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog | May 8, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
| 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 |
| Video Captioning via Hierarchical Reinforcement Learning | Nov 29, 2017 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 |
| Automata-Guided Hierarchical Reinforcement Learning for Skill Composition | Oct 31, 2017 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning | Aug 1, 2017 | DecoderHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Subtask Discovery With Non-Negative Matrix Factorization | Aug 1, 2017 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning | Jun 19, 2017 | Dialogue ManagementHierarchical Reinforcement Learning | —Unverified | 0 |
| Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning | May 18, 2017 | Hierarchical Reinforcement LearningMontezuma's Revenge | CodeCode Available | 0 |
| Stochastic Neural Networks for Hierarchical Reinforcement Learning | Apr 10, 2017 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| FeUdal Networks for Hierarchical Reinforcement Learning | Mar 3, 2017 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Situational Awareness by Risk-Conscious Skills | Oct 10, 2016 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Multi-Stage Temporal Difference Learning for 2048-like Games | Jun 23, 2016 | Hierarchical Reinforcement LearningPlaying the Game of 2048 | —Unverified | 0 |
| A Hierarchical Reinforcement Learning Method for Persistent Time-Sensitive Tasks | Jun 20, 2016 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering | May 17, 2016 | ClusteringHierarchical Reinforcement Learning | —Unverified | 0 |
| Classifying Options for Deep Reinforcement Learning | Apr 27, 2016 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Algorithms for Batch Hierarchical Reinforcement Learning | Mar 29, 2016 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Linearly-Solvable Markov Decision Problems | Mar 10, 2016 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Framework for Constrained and Adaptive Behavior-Based Agents | Jun 7, 2015 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Grounding Hierarchical Reinforcement Learning Models for Knowledge Transfer | Dec 19, 2014 | Deep LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Design Principles of the Hippocampal Cognitive Map | Dec 1, 2014 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximation | Dec 1, 2012 | Hierarchical Reinforcement LearningSpoken Dialogue Systems | —Unverified | 0 |
| Bayesian Hierarchical Reinforcement Learning | Dec 1, 2012 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems | Jul 1, 2012 | Decision MakingDialogue Management | —Unverified | 0 |
| Comparing HMMs and Bayesian Networks for Surface Realisation | Jun 1, 2012 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition | May 21, 1999 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
