| Goal Space Abstraction in Hierarchical Reinforcement Learning via Set-Based Reachability Analysis | Sep 14, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Goal Space Abstraction in Hierarchical Reinforcement Learning via Reachability Analysis | Sep 12, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Spread Control Method on Unknown Networks Based on Hierarchical Reinforcement Learning | Aug 28, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Joint Band Assignment and Beam Management using Hierarchical Reinforcement Learning for Multi-Band Communication | Aug 25, 2023 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 |
| Wasserstein Diversity-Enriched Regularizer for Hierarchical Reinforcement Learning | Aug 2, 2023 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning | Jul 25, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs | Jul 22, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Vehicle Dispatching and Routing of On-Demand Intercity Ride-Pooling Services: A Multi-Agent Hierarchical Reinforcement Learning Approach | Jul 13, 2023 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 |
| Learning Hierarchical Interactive Multi-Object Search for Mobile Manipulation | Jul 12, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Empowerment: Towards Tractable Empowerment-Based Skill Learning | Jul 6, 2023 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Landmark Guided Active Exploration with State-specific Balance Coefficient | Jun 30, 2023 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Action and Trajectory Planning for Urban Autonomous Driving with Hierarchical Reinforcement Learning | Jun 28, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning | Jun 20, 2023 | 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 |
| Skill-Critic: Refining Learned Skills for Hierarchical Reinforcement Learning | Jun 14, 2023 | Autonomous RacingDecision Making | —Unverified | 0 |
| PEAR: Primitive enabled Adaptive Relabeling for boosting Hierarchical Reinforcement Learning | Jun 10, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments | Jun 6, 2023 | Hierarchical Reinforcement LearningNavigate | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Modeling User Novelty-Seeking Intent in Recommender Systems | Jun 2, 2023 | Hierarchical Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Interactive Character Control with Auto-Regressive Motion Diffusion Models | Jun 1, 2023 | Hierarchical Reinforcement LearningImage Generation | CodeCode Available | 1 |
| DHRL-FNMR: An Intelligent Multicast Routing Approach Based on Deep Hierarchical Reinforcement Learning in SDN | May 30, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| A Hierarchical Approach to Population Training for Human-AI Collaboration | May 26, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-Markov Decision Processes | May 10, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| H-TSP: Hierarchically Solving the Large-Scale Travelling Salesman Problem | Apr 19, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Learning to Learn Group Alignment: A Self-Tuning Credo Framework with Multiagent Teams | Apr 14, 2023 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 |
| CRISP: Curriculum Inducing Primitive Informed Subgoal Prediction for Hierarchical Reinforcement Learning | Apr 7, 2023 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 |
| Co-learning Planning and Control Policies Constrained by Differentiable Logic Specifications | Mar 2, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning in Complex 3D Environments | Feb 28, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning | Feb 21, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation | Feb 8, 2023 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Developing Driving Strategies Efficiently: A Skill-Based Hierarchical Reinforcement Learning Approach | Feb 4, 2023 | Autonomous DrivingHierarchical Reinforcement Learning | —Unverified | 0 |
| Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning | Jan 25, 2023 | Hierarchical Reinforcement LearningPAIR TRADING | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN | Jan 7, 2023 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 |
| SHIRO: Soft Hierarchical Reinforcement Learning | Dec 24, 2022 | Decision MakingEfficient Exploration | —Unverified | 0 |
| METEOR Guided Divergence for Video Captioning | Dec 20, 2022 | Hierarchical Reinforcement LearningScene Understanding | CodeCode Available | 0 |
| Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario | Dec 14, 2022 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization | Dec 11, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Planning Irregular Object Packing via Hierarchical Reinforcement Learning | Nov 17, 2022 | Hierarchical Reinforcement LearningObject | —Unverified | 0 |
| Emergency action termination for immediate reaction in hierarchical reinforcement learning | Nov 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Furniture Layout in Virtual Indoor Scenes | Oct 19, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments | Oct 14, 2022 | AI AgentHierarchical Reinforcement Learning | —Unverified | 0 |
| Causality-driven Hierarchical Structure Discovery for Reinforcement Learning | Oct 13, 2022 | Hierarchical Reinforcement LearningMinecraft | —Unverified | 0 |
| DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning | Oct 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimizing Industrial HVAC Systems with Hierarchical Reinforcement Learning | Sep 16, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Causal Coupled Mechanisms: A Control Method with Cooperation and Competition for Complex System | Sep 15, 2022 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning | Aug 26, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning Based Video Semantic Coding for Segmentation | Aug 24, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Intelligent problem-solving as integrated hierarchical reinforcement learning | Aug 18, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| From Scratch to Sketch: Deep Decoupled Hierarchical Reinforcement Learning for Robotic Sketching Agent | Aug 9, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning for Precise Soccer Shooting Skills using a Quadrupedal Robot | Aug 1, 2022 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks | Jul 25, 2022 | Chemical ProcessDecision Making | —Unverified | 0 |
