| 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 |
| Deep Hierarchical Planning from Pixels | Jun 8, 2022 | Atari GamesHierarchical Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Possibility Before Utility: Learning And Using Hierarchical Affordances | Mar 23, 2022 | Hierarchical Reinforcement LearningNavigate | CodeCode Available | 1 |
| 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 |
| The Paradox of Choice: Using Attention in Hierarchical Reinforcement Learning | Jan 24, 2022 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Learning multiple gaits of quadruped robot using hierarchical reinforcement learning | Dec 9, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning | Dec 7, 2021 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
