| Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees | Sep 11, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Deep Hierarchical Planning from Pixels | Jun 8, 2022 | Atari GamesHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning for Automatic Disease Diagnosis | Apr 29, 2020 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning | Aug 26, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Trajectory Planning for Autonomous Vehicles Using Hierarchical Reinforcement Learning | Nov 9, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning | Oct 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Interactive Character Control with Auto-Regressive Motion Diffusion Models | Jun 1, 2023 | Hierarchical Reinforcement LearningImage Generation | CodeCode Available | 1 |
| Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration | Aug 3, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 1 |
| Curious Hierarchical Actor-Critic Reinforcement Learning | May 7, 2020 | BenchmarkingHierarchical Reinforcement Learning | 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 |
| EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading | Sep 22, 2023 | Algorithmic TradingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium | Jun 9, 2025 | Hierarchical Reinforcement Learning | CodeCode Available | 1 |
| 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 By Discovering Intrinsic Options | Jan 16, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning for Power Network Topology Control | Nov 3, 2023 | AllHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Hierarchical Skills for Efficient Exploration | Oct 20, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| H-TSP: Hierarchically Solving the Large-Scale Travelling Salesman Problem | Apr 19, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Model Primitive Hierarchical Lifelong Reinforcement Learning | Mar 4, 2019 | Hierarchical Reinforcement LearningLifelong learning | CodeCode Available | 1 |
| Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning | Oct 26, 2021 | Efficient ExplorationHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Learning Multi-Level Hierarchies with Hindsight | Dec 4, 2017 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Learning multiple gaits of quadruped robot using hierarchical reinforcement learning | Dec 9, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Asynchronous Coagent Networks | Feb 15, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning | Jun 21, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning | Jan 16, 2022 | Deep Reinforcement LearningHierarchical 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 |
