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Sangbeom Park

4 accepted papers

2024

CLARA: Classifying and Disambiguating User Commands for Reliable Interactive Robotic Agents

RA-L 2024

In this letter, we focus on inferring whether the given user command is clear, ambiguous, or infeasible in the context of interactive robotic agents utilizing large language models (LLMs). To tackle this problem, we first present an uncertainty estimation method for LLMs to classify whether the comm

Cited by 44SourcecodeScholar
2024

SPOTS: Stable Placement of Objects with Reasoning in Semi-Autonomous Teleoperation Systems

ICRA 2024poster

Pick-and-place is one of the fundamental tasks in robotics research. However, the attention has been mostly focused on the "pick" task, leaving the "place" task relatively unexplored. In this paper, we address the problem of placing objects in the context of a teleoperation framework. Particularly,…

Cited by 3SourcecodeScholar
2024

Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation

IROS 2024poster

In robotic object manipulation, human preferences can often be influenced by the visual attributes of objects, such as color and shape. These properties play a crucial role in operating a robot to interact with objects and align with human intention. In this paper, we focus on the problem of inferri…

Cited by 0SourcecodeScholar
2022

Semi-Autonomous Teleoperation via Learning Non-Prehensile Manipulation Skills

ICRA 2022poster

In this paper, we present a semi-autonomous teleoperation framework for a pick-and-place task using an RGB-D sensor. In particular, we assume that the target object is located in a cluttered environment where both prehensile grasping and non-prehensile manipulation are combined for efficient teleope…

Cited by 7SourceScholar