| MENTOR: Guiding Hierarchical Reinforcement Learning with Human Feedback and Dynamic Distance Constraint | Feb 22, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Meta-Learning Integration in Hierarchical Reinforcement Learning for Advanced Task Complexity | Oct 10, 2024 | Efficient ExplorationHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning | Aug 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| METEOR Guided Divergence for Video Captioning | Dec 20, 2022 | Hierarchical Reinforcement LearningScene Understanding | CodeCode Available | 0 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Data-Efficient Hierarchical Reinforcement Learning | May 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Intrinsically Motivated Open-Ended Multi-Task Learning Using Transfer Learning to Discover Task Hierarchy | Feb 19, 2021 | Active LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes | Jun 29, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Generalization in Text-based Games via Hierarchical Reinforcement Learning | Sep 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning | Jul 1, 2018 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling | Apr 20, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning | Feb 21, 2025 | Hierarchical Reinforcement LearningTAG | CodeCode Available | 0 |
| Combining imagination and heuristics to learn strategies that generalize | Sep 10, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning | Jun 24, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 0 |
| Step by step: a hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning | Jul 19, 2022 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 0 |
| Flexible Option Learning | Dec 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Stochastic Neural Networks for Hierarchical Reinforcement Learning | Apr 10, 2017 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Learning Actionable Representations with Goal-Conditioned Policies | Nov 19, 2018 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs | Jul 22, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| A Hierarchical Framework for Relation Extraction with Reinforcement Learning | Nov 9, 2018 | Entity Extraction using GANHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Learning Event-triggered Control from Data through Joint Optimization | Aug 11, 2020 | Hierarchical Reinforcement Learning | CodeCode Available | 0 |
| Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning | Jul 8, 2021 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| FeUdal Networks for Hierarchical Reinforcement Learning | Mar 3, 2017 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Training Transition Policies via Distribution Matching for Complex Tasks | Oct 8, 2021 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 |
| Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning | Nov 22, 2018 | Hierarchical Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation | Feb 8, 2023 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Probabilistic Subgoal Representations for Hierarchical Reinforcement learning | Jun 24, 2024 | Gaussian ProcessesHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Provable Hierarchical Imitation Learning via EM | Oct 7, 2020 | Hierarchical Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Near-Optimal Representation Learning for Hierarchical Reinforcement Learning | Oct 2, 2018 | 2D Human Pose Estimationcontinuous-control | CodeCode Available | 0 |
| Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning | May 18, 2017 | Hierarchical Reinforcement LearningMontezuma's Revenge | CodeCode Available | 0 |
| Feature Interaction Aware Automated Data Representation Transformation | Sep 29, 2023 | Automated Feature EngineeringDecision Making | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning with AI Planning Models | Mar 1, 2022 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Solving Sokoban using Hierarchical Reinforcement Learning with Landmarks | Apr 6, 2025 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
