Search Results for author: Junghyun Kim

Found 5 papers, 3 papers with code

Socratic Planner: Inquiry-Based Zero-Shot Planning for Embodied Instruction Following

no code implementations21 Apr 2024 Suyeon Shin, Sujin jeon, Junghyun Kim, Gi-Cheon Kang, Byoung-Tak Zhang

Embodied Instruction Following (EIF) is the task of executing natural language instructions by navigating and interacting with objects in 3D environments.

In-Context Learning Instruction Following

PGA: Personalizing Grasping Agents with Single Human-Robot Interaction

1 code implementation19 Oct 2023 Junghyun Kim, Gi-Cheon Kang, Jaein Kim, Seoyun Yang, Minjoon Jung, Byoung-Tak Zhang

Based on the acquired information, PGA pseudo-labels objects in the Reminiscence by our proposed label propagation algorithm.

Object Robotic Grasping

GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation

1 code implementation12 Jul 2023 Junghyun Kim, Gi-Cheon Kang, Jaein Kim, Suyeon Shin, Byoung-Tak Zhang

Furthermore, the qualitative analysis shows that the unadapted VG model often fails to find correct objects due to a strong bias learned from the pre-training data.

Object Detection Visual Grounding

Structured World Belief for Reinforcement Learning in POMDP

no code implementations19 Jul 2021 Gautam Singh, Skand Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn

In this paper, we propose Structured World Belief, a model for learning and inference of object-centric belief states.

Inductive Bias Object +3

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