| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Active Hierarchical Exploration with Stable Subgoal Representation Learning | May 31, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Context-Specific Representation Abstraction for Deep Option Learning | Sep 20, 2021 | Hierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Reconciling Spatial and Temporal Abstractions for Goal Representation | Jan 18, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Generalization in Text-based Games via Hierarchical Reinforcement Learning | Sep 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning | Jul 8, 2021 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes | Jun 29, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Near-Optimal Representation Learning for Hierarchical Reinforcement Learning | Oct 2, 2018 | 2D Human Pose Estimationcontinuous-control | CodeCode Available | 0 | 5 |
| Solving Sokoban using Hierarchical Reinforcement Learning with Landmarks | Apr 6, 2025 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Composing Diverse Policies for Temporally Extended Tasks | Jul 18, 2019 | Hierarchical Reinforcement LearningMotion Planning | —Unverified | 0 | 0 |
| Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control | Aug 10, 2020 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Asynchronous Coagent Networks | Feb 15, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Comparing HMMs and Bayesian Networks for Surface Realisation | Jun 1, 2012 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning | Jul 25, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning | Jun 21, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning | Jan 16, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Feudal Steering: Hierarchical Learning for Steering Angle Prediction | Jun 11, 2020 | Hierarchical Reinforcement LearningPrediction | —Unverified | 0 | 0 |
| Deep Stock Trading: A Hierarchical Reinforcement Learning Framework for Portfolio Optimization and Order Execution | Dec 23, 2020 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 | 0 |
| A Versatile Agent for Fast Learning from Human Instructors | Mar 1, 2022 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 | 0 |
| Federated Hierarchical Reinforcement Learning for Adaptive Traffic Signal Control | Apr 7, 2025 | Federated LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks | Jul 25, 2022 | Chemical ProcessDecision Making | —Unverified | 0 | 0 |
| Forecaster: Towards Temporally Abstract Tree-Search Planning from Pixels | Oct 16, 2023 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models | May 9, 2024 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 | 0 |
| Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization | May 25, 2022 | Hierarchical Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning | Jan 25, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
