| Efficient Exploration through Intrinsic Motivation Learning for Unsupervised Subgoal Discovery in Model-Free Hierarchical Reinforcement Learning | Nov 18, 2019 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
| Certificated Actor-Critic: Hierarchical Reinforcement Learning with Control Barrier Functions for Safe Navigation | Jan 29, 2025 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Developing cooperative policies for multi-stage reinforcement learning tasks | May 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Emergency action termination for immediate reaction in hierarchical reinforcement learning | Nov 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Design Principles of the Hippocampal Cognitive Map | Dec 1, 2014 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Enhancing Workplace Productivity and Well-being Using AI Agent | Jan 4, 2025 | AI AgentDecision Making | —Unverified | 0 |
| Escape Room: A Configurable Testbed for Hierarchical Reinforcement Learning | Dec 22, 2018 | Atari GamesHierarchical Reinforcement Learning | —Unverified | 0 |
| Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning | Sep 29, 2021 | Hierarchical Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs | Dec 1, 2020 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| Explainable Session-based Recommendation via Path Reasoning | Feb 28, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | —Unverified | 0 |
| Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning | Oct 1, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning | Jan 25, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization | May 25, 2022 | Hierarchical Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-Markov Decision Processes | May 10, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 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 |
| Federated Hierarchical Reinforcement Learning for Adaptive Traffic Signal Control | Apr 7, 2025 | Federated LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Deep Stock Trading: A Hierarchical Reinforcement Learning Framework for Portfolio Optimization and Order Execution | Dec 23, 2020 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 |
| Feudal Steering: Hierarchical Learning for Steering Angle Prediction | Jun 11, 2020 | Hierarchical Reinforcement LearningPrediction | —Unverified | 0 |
| Demystifying Linear MDPs and Novel Dynamics Aggregation Framework | Oct 31, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning | Jul 25, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks | Jul 25, 2022 | Chemical ProcessDecision Making | —Unverified | 0 |
| Forecaster: Towards Temporally Abstract Tree-Search Planning from Pixels | Oct 16, 2023 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Adaptive Course Recommendation System | Jul 19, 2021 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Accelerating Task Generalisation with Multi-Level Skill Hierarchies | Nov 5, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| From internal models toward metacognitive AI | Sep 27, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| From Pixels to Legs: Hierarchical Learning of Quadruped Locomotion | Nov 23, 2020 | Hierarchical Reinforcement LearningNavigate | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Temporal Abstraction of Listwise Recommendation | Sep 11, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Decomposability and Parallel Computation of Multi-Agent LQR | Oct 16, 2020 | Hierarchical Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Hierarchical reinforcement learning for efficent exploration and transfer | Jun 12, 2020 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for NLP | Jul 1, 2018 | Atari Gamescoreference-resolution | —Unverified | 0 |
| Deep Reinforcement Learning, a textbook | Jan 4, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering | Jun 13, 2018 | ClusteringHierarchical Reinforcement Learning | —Unverified | 0 |
| Deep Hierarchical Reinforcement Learning Based Recommendations via Multi-goals Abstraction | Mar 22, 2019 | Hierarchical Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes | May 11, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Automatic Deduction Path Learning via Reinforcement Learning with Environmental Correction | Jun 16, 2023 | Heuristic SearchHierarchical Reinforcement Learning | —Unverified | 0 |
| A Hierarchical Deep Actor-Critic Learning Method for Joint Distribution System State Estimation | Dec 4, 2020 | Computational EfficiencyHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Linearly-Solvable Markov Decision Problems | Mar 10, 2016 | 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 |
| CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments | Jun 6, 2023 | Hierarchical Reinforcement LearningNavigate | —Unverified | 0 |
| Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximation | Dec 1, 2012 | Hierarchical Reinforcement LearningSpoken Dialogue Systems | —Unverified | 0 |
| D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection | May 4, 2025 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization | Dec 11, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Average-Reward Linearly-solvable Markov Decision Processes | Jul 9, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automata-Guided Hierarchical Reinforcement Learning for Skill Composition | Oct 31, 2017 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Active Geospatial Search for Efficient Tenant Eviction Outreach | Dec 19, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Empowerment: Towards Tractable Empowerment-Based Skill Learning | Jul 6, 2023 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs | Aug 12, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Developing Driving Strategies Efficiently: A Skill-Based Hierarchical Reinforcement Learning Approach | Feb 4, 2023 | Autonomous DrivingHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection | Aug 8, 2020 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| CRISP: Curriculum Inducing Primitive Informed Subgoal Prediction for Hierarchical Reinforcement Learning | Apr 7, 2023 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 |
