Research
Current topics and technical interests across robot control, learning-based manipulation,
perception, and hardware design for intelligent robotic systems.
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Control
Keywords: Model-Based Control, Force Control, Admittance Control, MPC, Whole-Body Control
This category covers robot control methods for stable motion generation and interaction,
including force control, compliance control, model-based control, and optimization-based control.
I am particularly interested in contact-aware control strategies that enable robust and precise task execution in real environments.
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Imitation Learning
Keywords: Demonstration Learning, Behavior Cloning, ACT, Human-in-the-Loop
This category focuses on teaching robots from demonstrations.
It includes collecting expert trajectories, structuring multimodal datasets, and training policies that reproduce task-relevant motion and force behavior.
My interest is in applying imitation learning to practical robotic finishing and manipulation tasks.
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Reinforcement Learning
Keywords: Policy Optimization, PPO, Residual Learning, RL-Augmented Control
This category includes reinforcement learning methods for robot control and decision making.
I am interested in how RL can complement model-based controllers, improve robustness, and learn residual behaviors that are difficult to model analytically.
It also includes reward hardware design, policy analysis, and sim-to-real considerations.
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Vision
Keywords: Media-pipe, Hand-teaching Solution
This category covers vision-based perception for robotics, including 3D surface reconstruction,
environment understanding, and geometry extraction for task planning.
I am especially interested in using vision to generate task-relevant representations for polishing, contact planning, and motion generation.
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LLM
Keywords: Language-Guided Robotics, Planning Interface, Human-Robot Interaction, Semantic Task Structuring
This category explores how large language models can support robotics workflows,
from task description and planning to user-friendly robot interfaces.
I am interested in how language can help structure high-level instructions and connect human intent with robot execution in practical systems.
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Hardware Design
Keywords: Bio-Inspired Robot Design, Actuator Packaging, Mobile-Manipulator, Mechanism Design, Mobility Platform Development, System Integration
This category showcases selected hardware design projects, ranging from a pill bug-inspired robot, a quadruped actuator pack, custom-built electric vehicle and a mobile manipulator for healthcare service.
These works highlight my experience in mechanism design, actuator packaging, and integrated system development.
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Instrument
Musical instruments, performance recordings, and personal notes I want to organize on this page.
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Piano
Category: Performance / Keyboard / Arrangement
This section can be used to organize piano-related content such as cover performances,
rehearsal clips, arrangement ideas, and practice notes. You can later connect this section
with your YouTube uploads or add a separate page for songs and recordings.
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Guitar
Category: Electric Guitar / Solo / Band Session
This section can be used to collect guitar performances, practice clips, tone settings,
session memories, and song-based records. Later, you can expand it into subtopics such as
gear setup, favorite pieces, and band performance archives.
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Workout
Personal training logs, routines, and fitness-related notes that I want to organize on this page.
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CrossFit
Focus: Upper Body, Lower Body, Progressive Overload, Consistency
This section can be used to organize workout routines, progress summaries, and training reflections.
For example, you can record weekly split schedules, target weights, volume progression,
or simple notes about recovery and body condition.
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