Woo Kyung Kim
8 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15)
π
Keyword Champion
(3)
β‘
Prolific Year
(5)
Conferences
NIPS (3)
AAAI (2)
ICML (2)
IJCAI (1)
Top co-authors
Keywords
policy adaptation
(3)
imitation learning
(3)
diffusion model
(3)
skill learning
(3)
vision-language model
(2)
in-context learning
(1)
cross-domain learning
(1)
prompt learning
(1)
inverse reinforcement learning
(1)
hierarchical reinforcement learning
(1)
multi-objective learning
(1)
embodied agent
(1)
non-stationary environment
(1)
task adaptation
(1)
pareto optimization
(1)
policy distillation
(1)
cross-domain transfer
(1)
zero-shot adaptation
(1)
adapter-based learning
(1)
large language model
(1)
Papers
In-Context Policy Adaptation via Cross-Domain Skill Diffusion
AAAI 2025
LLM-based Skill Diffusion for Zero-shot Policy Adaptation
NIPS 2024
Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation
NIPS 2024
Robust Policy Learning via Offline Skill Diffusion
AAAI 2024
Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation
IJCAI 2024
Embodied CoT Distillation From LLM To Off-the-shelf Agents
ICML 2024
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents
NIPS 2023
One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill
ICML 2023