| Spatially and Seamlessly Hierarchical Reinforcement Learning for State Space and Policy space in Autonomous Driving | Nov 10, 2021 | Autonomous DrivingHierarchical Reinforcement Learning | —Unverified | 0 |
| Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning | Nov 4, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adjacency constraint for efficient hierarchical reinforcement learning | Oct 30, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning | Oct 20, 2021 | Adversarial AttackHierarchical Reinforcement Learning | —Unverified | 0 |
| Provable Hierarchy-Based Meta-Reinforcement Learning | Oct 18, 2021 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| Wasserstein Unsupervised Reinforcement Learning | Oct 15, 2021 | Hierarchical Reinforcement LearningMuJoCo | —Unverified | 0 |
| A Framework for Learning to Request Rich and Contextually Useful Information from Humans | Oct 14, 2021 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism | Oct 14, 2021 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Training Transition Policies via Distribution Matching for Complex Tasks | Oct 8, 2021 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Hierarchical Primitive Composition: Simultaneous Activation of Skills with Inconsistent Action Dimensions in Multiple Hierarchies | Oct 5, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Multi-lane Cruising Using Hierarchical Planning and Reinforcement Learning | Oct 1, 2021 | Hierarchical Reinforcement LearningMotion Planning | —Unverified | 0 |
| Learning When and What to Ask: a Hierarchical Reinforcement Learning Framework | Sep 29, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Weakly-Supervised Learning of Disentangled and Interpretable Skills for Hierarchical Reinforcement Learning | Sep 29, 2021 | DecoderHierarchical Reinforcement Learning | —Unverified | 0 |
| Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning | Sep 29, 2021 | Hierarchical Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| From internal models toward metacognitive AI | Sep 27, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Generalization in Text-based Games via Hierarchical Reinforcement Learning | Sep 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Context-Specific Representation Abstraction for Deep Option Learning | Sep 20, 2021 | Hierarchical Reinforcement Learning | CodeCode Available | 0 |
| HAC Explore: Accelerating Exploration with Hierarchical Reinforcement Learning | Aug 12, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Adaptive Course Recommendation System | Jul 19, 2021 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model | Jul 17, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning | Jul 8, 2021 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning | Jul 8, 2021 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes | Jun 29, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Discovering Generalizable Skills via Automated Generation of Diverse Tasks | Jun 26, 2021 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming | Jun 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| DisTop: Discovering a Topological representation to learn diverse and rewarding skills | Jun 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Active Hierarchical Exploration with Stable Subgoal Representation Learning | May 31, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Room Clearance with Feudal Hierarchical Reinforcement Learning | May 24, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Air-to-Air Combat | May 3, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Baum-Welch algorithm for Hierarchical Imitation Learning | Mar 22, 2021 | Hierarchical Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning Framework for Stochastic Spaceflight Campaign Design | Mar 16, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach | Feb 26, 2021 | Hierarchical Reinforcement LearningQ-Learning | —Unverified | 0 |
| The Logical Options Framework | Feb 24, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Intrinsically Motivated Open-Ended Multi-Task Learning Using Transfer Learning to Discover Task Hierarchy | Feb 19, 2021 | Active LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution | Feb 16, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Skills to Navigate without a Master: A Sequential Multi-Policy Reinforcement Learning Algorithm | Jan 30, 2021 | Autonomous NavigationHierarchical Reinforcement Learning | —Unverified | 0 |
| Interpretable Reinforcement Learning With Neural Symbolic Logic | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Learning Subgoal Representations with Slow Dynamics | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| The Skill-Action Architecture: Learning Abstract Action Embeddings for Reinforcement Learning | Jan 1, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Deep Stock Trading: A Hierarchical Reinforcement Learning Framework for Portfolio Optimization and Order Execution | Dec 23, 2020 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 |
| Hierarchical principles of embodied reinforcement learning: A review | Dec 18, 2020 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Relative Variational Intrinsic Control | Dec 14, 2020 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| A Hierarchical Deep Actor-Critic Learning Method for Joint Distribution System State Estimation | Dec 4, 2020 | Computational EfficiencyHierarchical Reinforcement Learning | —Unverified | 0 |
| On Efficiency in Hierarchical Reinforcement Learning | Dec 1, 2020 | Computational EfficiencyDecision Making | —Unverified | 0 |
| ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs | Dec 1, 2020 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| Online Decision Based Visual Tracking via Reinforcement Learning | Dec 1, 2020 | Hierarchical Reinforcement Learningobject-detection | —Unverified | 0 |
| From Pixels to Legs: Hierarchical Learning of Quadruped Locomotion | Nov 23, 2020 | Hierarchical Reinforcement LearningNavigate | —Unverified | 0 |
| Hierarchical reinforcement learning for efficient exploration and transfer | Nov 12, 2020 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Relay Selection and Power Optimization in Two-Hop Cooperative Relay Network | Nov 10, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
