| 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 |
| 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 Intelligent Agents in Combat Simulations for Wargaming | Feb 8, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Scaling Artificial Intelligence for Digital Wargaming in Support of Decision-Making | Feb 8, 2024 | Decision MakingDeep 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 |
| Hierarchical Reinforcement Learning for Power Network Topology Control | Nov 3, 2023 | AllHierarchical Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation | Oct 27, 2023 | AttributeConversational Recommendation | CodeCode Available | 1 |
| Learning Extrinsic Dexterity with Parameterized Manipulation Primitives | Oct 26, 2023 | FrictionHierarchical Reinforcement Learning | —Unverified | 0 |
| Forecaster: Towards Temporally Abstract Tree-Search Planning from Pixels | Oct 16, 2023 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Temporal Pattern Prediction | Oct 9, 2023 | Hierarchical Reinforcement LearningPrediction | —Unverified | 0 |
| Feature Interaction Aware Automated Data Representation Transformation | Sep 29, 2023 | Automated Feature EngineeringDecision Making | CodeCode Available | 0 |
| Guided Cooperation in Hierarchical Reinforcement Learning via Model-based Rollout | Sep 24, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading | Sep 22, 2023 | Algorithmic TradingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Safe Hierarchical Reinforcement Learning for CubeSat Task Scheduling Based on Energy Consumption | Sep 21, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical reinforcement learning with natural language subgoals | Sep 20, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
