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Honguk Woo

Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation

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Oct 30, 2024
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Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning

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Aug 28, 2024
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Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation

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Aug 22, 2024
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Offline Policy Learning via Skill-step Abstraction for Long-horizon Goal-Conditioned Tasks

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Aug 21, 2024
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Semantic Skill Grounding for Embodied Instruction-Following in Cross-Domain Environments

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Aug 02, 2024
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Model Adaptation for Time Constrained Embodied Control

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Jun 17, 2024
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Robust Policy Learning via Offline Skill Diffusion

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Mar 05, 2024
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One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill

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Feb 13, 2024
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SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation

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Feb 12, 2024
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An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation

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Dec 24, 2021
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