| Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution | Jun 26, 2024 | Hierarchical Reinforcement LearningImage Super-Resolution | CodeCode Available | 1 | 5 |
| Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning | Aug 26, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Hierarchical and Partially Observable Goal-driven Policy Learning with Goals Relational Graph | Mar 1, 2021 | Hierarchical Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Hierarchical Reinforcement Learning By Discovering Intrinsic Options | Jan 16, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Hierarchical Reinforcement Learning for Power Network Topology Control | Nov 3, 2023 | AllHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning | Nov 12, 2019 | Combinatorial OptimizationGraph Embedding | CodeCode Available | 1 | 5 |
| Deep Hierarchical Planning from Pixels | Jun 8, 2022 | Atari GamesHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration | Aug 3, 2024 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation | Oct 27, 2023 | AttributeConversational Recommendation | CodeCode Available | 1 | 5 |
| Hierarchical Skills for Efficient Exploration | Oct 20, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Interactive Character Control with Auto-Regressive Motion Diffusion Models | Jun 1, 2023 | Hierarchical Reinforcement LearningImage Generation | CodeCode Available | 1 | 5 |
| Curious Hierarchical Actor-Critic Reinforcement Learning | May 7, 2020 | BenchmarkingHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations | Jun 17, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning | Oct 26, 2021 | Efficient ExplorationHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning | Oct 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains | Jun 7, 2020 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading | Sep 22, 2023 | Algorithmic TradingHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Model Primitive Hierarchical Lifelong Reinforcement Learning | Mar 4, 2019 | Hierarchical Reinforcement LearningLifelong learning | CodeCode Available | 1 | 5 |
| Multi-Turn Code Generation Through Single-Step Rewards | Feb 27, 2025 | Code GenerationHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| Hierarchical Reinforcement Learning for Concurrent Discovery of Compound and Composable Policies | May 23, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Semantic RL with Action Grammars: Data-Efficient Learning of Hierarchical Task Abstractions | Jul 29, 2019 | Hierarchical Reinforcement LearningLogical Reasoning | CodeCode Available | 0 | 5 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning for Swarm Confrontation with High Uncertainty | Jun 12, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
