5 citations · 5 across the 4 of their papers we have counts for
3 papers · 1 filter
Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation
Joonhyung Lee, Sangbeom Park, Yongin Kwon +3
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 oper…
SPOTS: Stable Placement of Objects with Reasoning in Semi-Autonomous Teleoperation Systems
Joonhyung Lee, Sangbeom Park, Jeongeun Park +2
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 unex…
Density Matching Reward Learning
Sungjoon Choi, Kyungjae Lee, Andy Park +1
In this paper, we focus on the problem of inferring the underlying reward function of an expert given demonstrations, which is often referred to as inverse reinforcement learning (…