| Selective Exploration and Information Gathering in Search and Rescue Using Hierarchical Learning Guided by Natural Language Input | Sep 20, 2024 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning for Temporal Abstraction of Listwise Recommendation | Sep 11, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective | Aug 24, 2024 | Hierarchical Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| 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 |
| Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration | Aug 3, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 1 |
| Temporal Abstraction in Reinforcement Learning with Offline Data | Jul 21, 2024 | Hierarchical Reinforcement LearningMuJoCo | —Unverified | 0 |
| AI-Driven Physics-Informed Bio-Silicon Intelligence System: Integrating Hybrid Systems, Biocomputing, Neural Networks, and Machine Learning, for Advanced Neurotechnology | Jul 12, 2024 | Hierarchical Reinforcement Learning | CodeCode Available | 1 |
| Hierarchical Average-Reward Linearly-solvable Markov Decision Processes | Jul 9, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution | Jun 26, 2024 | Hierarchical Reinforcement LearningImage Super-Resolution | CodeCode Available | 1 |
| Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies | Jun 26, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning | Jun 25, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 2 |
| KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning | Jun 24, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 0 |
| Probabilistic Subgoal Representations for Hierarchical Reinforcement learning | Jun 24, 2024 | Gaussian ProcessesHierarchical Reinforcement Learning | CodeCode Available | 0 |
| A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning | Jun 21, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading | Jun 20, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 2 |
| 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 |
