| A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning | Jun 21, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| DIPPER: Direct Preference Optimization to Accelerate Primitive-Enabled Hierarchical Reinforcement Learning | Jun 16, 2024 | Computational EfficiencyHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Swarm Confrontation with High Uncertainty | Jun 12, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| RACon: Retrieval-Augmented Simulated Character Locomotion Control | Jun 11, 2024 | Hierarchical Reinforcement LearningRetrieval | —Unverified | 0 |
| LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning | Jun 9, 2024 | Code GenerationHierarchical Reinforcement Learning | —Unverified | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement 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 |
| PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling | Apr 20, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| 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 |
| Reinforcement Learning with Options and State Representation | Mar 16, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition | Mar 4, 2024 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Explainable Session-based Recommendation via Path Reasoning | Feb 28, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | —Unverified | 0 |
| MENTOR: Guiding Hierarchical Reinforcement Learning with Human Feedback and Dynamic Distance Constraint | Feb 22, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 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 |
| TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments | Feb 6, 2024 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
| Emergency Computing: An Adaptive Collaborative Inference Method Based on Hierarchical Reinforcement Learning | Feb 3, 2024 | Collaborative InferenceDecision Making | —Unverified | 0 |
| SLIM: Skill Learning with Multiple Critics | Feb 1, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Reconciling Spatial and Temporal Abstractions for Goal Representation | Jan 18, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation | Dec 25, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Multi-Session Budget Optimization for Forward Auction-based Federated Learning | Nov 21, 2023 | Federated LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Imagination-Augmented Hierarchical Reinforcement Learning for Safe and Interactive Autonomous Driving in Urban Environments | Nov 17, 2023 | Autonomous DrivingHierarchical Reinforcement Learning | —Unverified | 0 |
| A Central Motor System Inspired Pre-training Reinforcement Learning for Robotic Control | Nov 14, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MTAC: Hierarchical Reinforcement Learning-based Multi-gait Terrain-adaptive Quadruped Controller | Nov 1, 2023 | Hierarchical Reinforcement LearningHumanitarian | —Unverified | 0 |
| Rethinking Decision Transformer via Hierarchical Reinforcement Learning | Nov 1, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
