| Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11ax: Deep Hierarchical Reinforcement Learning Approach | Apr 3, 2024 | Hierarchical Reinforcement LearningScheduling | —Unverified | 0 | 0 |
| JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning | Dec 7, 2021 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Landmark Guided Active Exploration with State-specific Balance Coefficient | Jun 30, 2023 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Latent Space Policies for Hierarchical Reinforcement Learning | Apr 9, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Learning Actionable Representations with Goal Conditioned Policies | May 1, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Learning and Exploiting Multiple Subgoals for Fast Exploration in Hierarchical Reinforcement Learning | May 13, 2019 | Hierarchical Reinforcement LearningMontezuma's Revenge | —Unverified | 0 | 0 |
| Learning Extrinsic Dexterity with Parameterized Manipulation Primitives | Oct 26, 2023 | FrictionHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks | Sep 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning | Feb 14, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Learning Hierarchical Interactive Multi-Object Search for Mobile Manipulation | Jul 12, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Learning High-Level Planning Symbols from Intrinsically Motivated Experience | Jul 18, 2019 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning | Apr 21, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Learning Representations in Model-Free Hierarchical Reinforcement Learning | Oct 23, 2018 | Hierarchical Reinforcement Learningmodel | —Unverified | 0 | 0 |
| Learning Subgoal Representations with Slow Dynamics | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Learning Temporal Abstraction with Information-theoretic Constraints for Hierarchical Reinforcement Learning | Sep 25, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning | Jul 11, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration | Jul 30, 2018 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 | 0 |
| Learning to Learn Group Alignment: A Self-Tuning Credo Framework with Multiagent Teams | Apr 14, 2023 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 | 0 |
| Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control | Aug 20, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Learning When and What to Ask: a Hierarchical Reinforcement Learning Framework | Sep 29, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Framework for Learning to Request Rich and Contextually Useful Information from Humans | Oct 14, 2021 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Learning World Graphs to Accelerate Hierarchical Reinforcement Learning | Jul 1, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games | Sep 4, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Let Humanoids Hike! Integrative Skill Development on Complex Trails | May 9, 2025 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning | Jun 9, 2024 | Code GenerationHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning | May 7, 2025 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Mastering the Digital Art of War: Developing Intelligent Combat Simulation Agents for Wargaming Using Hierarchical Reinforcement Learning | Aug 23, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 | 0 |
| Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning | Jun 12, 2022 | Continual LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| MRSD: Multi-Resolution Skill Discovery for HRL Agents | May 27, 2025 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| MTAC: Hierarchical Reinforcement Learning-based Multi-gait Terrain-adaptive Quadruped Controller | Nov 1, 2023 | Hierarchical Reinforcement LearningHumanitarian | —Unverified | 0 | 0 |
| Asynchronous, Option-Based Multi-Agent Policy Gradient: A Conditional Reasoning Approach | Mar 29, 2022 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Multi-agent Hierarchical Reinforcement Learning with Dynamic Termination | Oct 21, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation | Sep 25, 2019 | Collision AvoidanceHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Multi-lane Cruising Using Hierarchical Planning and Reinforcement Learning | Oct 1, 2021 | Hierarchical Reinforcement LearningMotion Planning | —Unverified | 0 | 0 |
| Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog | May 8, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Multi-Session Budget Optimization for Forward Auction-based Federated Learning | Nov 21, 2023 | Federated LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Multi-Stage Temporal Difference Learning for 2048-like Games | Jun 23, 2016 | Hierarchical Reinforcement LearningPlaying the Game of 2048 | —Unverified | 0 | 0 |
| Natural Option Critic | Dec 4, 2018 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| NEARL: Non-Explicit Action Reinforcement Learning for Robotic Control | Nov 2, 2020 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 | 0 |
| Neural Arithmetic Expression Calculator | Sep 23, 2018 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Neural networks with motivation | Jun 23, 2019 | Hierarchical Reinforcement LearningNavigate | —Unverified | 0 | 0 |
| Neural Ordinary Differential Equation Value Networks for Parametrized Action Spaces | Feb 26, 2020 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Offline Hierarchical Reinforcement Learning via Inverse Optimization | Oct 10, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| On Efficiency in Hierarchical Reinforcement Learning | Dec 1, 2020 | Computational EfficiencyDecision Making | —Unverified | 0 | 0 |
| Online Decision Based Visual Tracking via Reinforcement Learning | Dec 1, 2020 | Hierarchical Reinforcement Learningobject-detection | —Unverified | 0 | 0 |
| On Reinforcement Learning for Full-length Game of StarCraft | Sep 23, 2018 | CPUHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems | Jul 1, 2012 | Decision MakingDialogue Management | —Unverified | 0 | 0 |
| Optimizing Industrial HVAC Systems with Hierarchical Reinforcement Learning | Sep 16, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering | May 17, 2016 | ClusteringHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
