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| Active Hierarchical Exploration with Stable Subgoal Representation Learning | May 31, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies | Jul 19, 2018 | Hierarchical Reinforcement LearningNetwork Embedding | 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 |
| Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization | Jan 5, 2019 | 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 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model | Jul 17, 2021 | 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 |
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| 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 |
| From internal models toward metacognitive AI | Sep 27, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| From Pixels to Legs: Hierarchical Learning of Quadruped Locomotion | Nov 23, 2020 | Hierarchical Reinforcement LearningNavigate | —Unverified | 0 | 0 |
| Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning | Jan 25, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario | Dec 14, 2022 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 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 | 0 |
| Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning | Oct 20, 2021 | Adversarial AttackHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Explainable Session-based Recommendation via Path Reasoning | Feb 28, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | —Unverified | 0 | 0 |
| ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs | Dec 1, 2020 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Co-learning Planning and Control Policies Constrained by Differentiable Logic Specifications | Mar 2, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning | Sep 29, 2021 | Hierarchical Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 | 0 |
| Escape Room: A Configurable Testbed for Hierarchical Reinforcement Learning | Dec 22, 2018 | Atari GamesHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Classifying Options for Deep Reinforcement Learning | Apr 27, 2016 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| A Central Motor System Inspired Pre-training Reinforcement Learning for Robotic Control | Nov 14, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Enhancing Workplace Productivity and Well-being Using AI Agent | Jan 4, 2025 | AI AgentDecision Making | —Unverified | 0 | 0 |
| Emergency Computing: An Adaptive Collaborative Inference Method Based on Hierarchical Reinforcement Learning | Feb 3, 2024 | Collaborative InferenceDecision Making | —Unverified | 0 | 0 |
| Emergency action termination for immediate reaction in hierarchical reinforcement learning | Nov 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning | Sep 30, 2019 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 | 0 |
| Algorithms for Batch Hierarchical Reinforcement Learning | Mar 29, 2016 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| State-Conditioned Adversarial Subgoal Generation | Jan 24, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| 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 | 0 |
| Certificated Actor-Critic: Hierarchical Reinforcement Learning with Control Barrier Functions for Safe Navigation | Jan 29, 2025 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Hierarchical Reinforcement Learning for Relay Selection and Power Optimization in Two-Hop Cooperative Relay Network | Nov 10, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Causality-driven Hierarchical Structure Discovery for Reinforcement Learning | Oct 13, 2022 | Hierarchical Reinforcement LearningMinecraft | —Unverified | 0 | 0 |
| Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation | Apr 14, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| DisTop: Discovering a Topological representation to learn diverse and rewarding skills | Jun 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Causal Coupled Mechanisms: A Control Method with Cooperation and Competition for Complex System | Sep 15, 2022 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
