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| 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 |
| Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning | Oct 26, 2021 | Efficient ExplorationHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning | Oct 20, 2021 | Adversarial AttackHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Skills for Efficient Exploration | Oct 20, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| 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 |
