| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Adaptive Decision Making at the Intersection for Autonomous Vehicles Based on Skill Discovery | Jul 24, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Step by step: a hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning | Jul 19, 2022 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 0 |
| Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning | Jul 11, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation | Jun 25, 2022 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation | Jun 16, 2022 | Graph Neural NetworkHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning | Jun 12, 2022 | Continual LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization | May 25, 2022 | Hierarchical Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| A Learning Approach for Joint Design of Event-triggered Control and Power-Efficient Resource Allocation | May 14, 2022 | Hierarchical Reinforcement Learning | —Unverified | 0 |
| Developing cooperative policies for multi-stage reinforcement learning tasks | May 11, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning | Apr 21, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| RL4ReAl: Reinforcement Learning for Register Allocation | Apr 5, 2022 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Asynchronous, Option-Based Multi-Agent Policy Gradient: A Conditional Reasoning Approach | Mar 29, 2022 | Hierarchical Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning of Locomotion Policies in Response to Approaching Objects: A Preliminary Study | Mar 20, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| On Credit Assignment in Hierarchical Reinforcement Learning | Mar 7, 2022 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Versatile Agent for Fast Learning from Human Instructors | Mar 1, 2022 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning with AI Planning Models | Mar 1, 2022 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Robots Learn Increasingly Complex Tasks with Intrinsic Motivation and Automatic Curriculum Learning | Feb 11, 2022 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 |
| State-Conditioned Adversarial Subgoal Generation | Jan 24, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning | Jan 16, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning, a textbook | Jan 4, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning | Dec 7, 2021 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
| Flexible Option Learning | Dec 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation | Dec 6, 2021 | Data AugmentationFine-Grained Image Recognition | —Unverified | 0 |
| Towards Personalization of User Preferences in Partially Observable Smart Home Environments | Dec 2, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems | Dec 1, 2021 | Hierarchical Reinforcement Learning | —Unverified | 0 |
