| A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning | Jun 21, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Asynchronous Coagent Networks | Feb 15, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A tale of two goals: leveraging sequentiality in multi-goal scenarios | Mar 27, 2025 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Primitive Composition: Simultaneous Activation of Skills with Inconsistent Action Dimensions in Multiple Hierarchies | Oct 5, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Attention-Driven Hierarchical Reinforcement Learning with Particle Filtering for Source Localization in Dynamic Fields | Jan 22, 2025 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Automata-Guided Hierarchical Reinforcement Learning for Skill Composition | Oct 31, 2017 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| AUTOMATA GUIDED HIERARCHICAL REINFORCEMENT LEARNING FOR ZERO-SHOT SKILL COMPOSITION | Jan 1, 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 |
| Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering | Jun 13, 2018 | ClusteringHierarchical Reinforcement Learning | —Unverified | 0 |
| Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning | Oct 1, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments | Oct 14, 2022 | AI AgentHierarchical Reinforcement Learning | —Unverified | 0 |
| Bayesian Hierarchical Reinforcement Learning | Dec 1, 2012 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Behavior Planning at Urban Intersections through Hierarchical Reinforcement Learning | Nov 9, 2020 | Autonomous VehiclesHierarchical Reinforcement Learning | —Unverified | 0 |
| Behavior Priors for Efficient Reinforcement Learning | Oct 27, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Causal Coupled Mechanisms: A Control Method with Cooperation and Competition for Complex System | Sep 15, 2022 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Causality-driven Hierarchical Structure Discovery for Reinforcement Learning | Oct 13, 2022 | Hierarchical Reinforcement LearningMinecraft | —Unverified | 0 |
| Certificated Actor-Critic: Hierarchical Reinforcement Learning with Control Barrier Functions for Safe Navigation | Jan 29, 2025 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Classifying Options for Deep Reinforcement Learning | Apr 27, 2016 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Co-learning Planning and Control Policies Constrained by Differentiable Logic Specifications | Mar 2, 2023 | Hierarchical Reinforcement Learningreinforcement-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 |
| Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning | Jul 25, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Comparing HMMs and Bayesian Networks for Surface Realisation | Jun 1, 2012 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Planning with Abstract Learned Models While Learning Transferable Subtasks | Dec 16, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Playing Atari Ball Games with Hierarchical Reinforcement Learning | Sep 27, 2019 | Atari GamesHierarchical Reinforcement Learning | —Unverified | 0 |
| Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach | Feb 26, 2021 | Hierarchical Reinforcement LearningQ-Learning | —Unverified | 0 |
| Provable Hierarchy-Based Meta-Reinforcement Learning | Oct 18, 2021 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| PROVABLY BENEFITS OF DEEP HIERARCHICAL RL | Sep 25, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| RACon: Retrieval-Augmented Simulated Character Locomotion Control | Jun 11, 2024 | Hierarchical Reinforcement LearningRetrieval | —Unverified | 0 |
| RecoveryChaining: Learning Local Recovery Policies for Robust Manipulation | Oct 17, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| ReeM: Ensemble Building Thermodynamics Model for Efficient HVAC Control via Hierarchical Reinforcement Learning | May 5, 2025 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Compositional Transfer in Hierarchical Reinforcement Learning | Jun 26, 2019 | General Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives | Jun 25, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning with Options and State Representation | Mar 16, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning | Nov 3, 2018 | DenoisingHierarchical Reinforcement Learning | —Unverified | 0 |
| Relative Variational Intrinsic Control | Dec 14, 2020 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| ReLMoGen: Leveraging Motion Generation in Reinforcement Learning for Mobile Manipulation | Aug 18, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Representational efficiency outweighs action efficiency in human program induction | Jul 18, 2018 | Hierarchical Reinforcement LearningProgram induction | —Unverified | 0 |
| Rethinking Decision Transformer via Hierarchical Reinforcement Learning | Nov 1, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| RL4ReAl: Reinforcement Learning for Register Allocation | Apr 5, 2022 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems | Mar 7, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Robots Learn Increasingly Complex Tasks with Intrinsic Motivation and Automatic Curriculum Learning | Feb 11, 2022 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 |
| Room Clearance with Feudal Hierarchical Reinforcement Learning | May 24, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe Hierarchical Reinforcement Learning for CubeSat Task Scheduling Based on Energy Consumption | Sep 21, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Scalable Hierarchical Reinforcement Learning for Hyper Scale Multi-Robot Task Planning | Dec 27, 2024 | counterfactualHierarchical Reinforcement Learning | —Unverified | 0 |
| Scaling Artificial Intelligence for Digital Wargaming in Support of Decision-Making | Feb 8, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Scaling Intelligent Agents in Combat Simulations for Wargaming | Feb 8, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation | Dec 6, 2021 | Data AugmentationFine-Grained Image Recognition | —Unverified | 0 |
| Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings | Jun 7, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SHIRO: Soft Hierarchical Reinforcement Learning | Dec 24, 2022 | Decision MakingEfficient Exploration | —Unverified | 0 |
| Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues | Dec 19, 2024 | Hierarchical Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
