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CUN-bjy/README.md

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Robotics & ML Research Engineer

skilled in "{ Python, C++, ROS, TensorFlow, PyTorch }"

Experiences

  • ML Research Engineer focused on Robotics Control & Optimization using RL&ML(21.06 ~ 22.06, at MakinaRocks)
  • Robotics Software Engineer in the field of Industrial Mobile Robot(AMR) (17.12 ~ 21.06, at Syscon Co.,Ltd)

Interests

  • Reinforcement Learning(especially in Continual Learning for robotics, Meta Learning, Multi-Task Learning)
  • Motion Planning and Control(Mobile Robot Navigation, Robot Manipulation)
  • Perception(using Lidar, Camera or Pointcloud etc.)

Side Projects🔭

Pinned

  1. Pytorch Implementation of Policy Distillation for control, which has well-trained teachers via stable_baselines3.

    Python 22 3

  2. road-map & paper review for Reinforcement Learning

    21 3

  3. paper-list of learning-based mobile navigation(especially motion planning & awareness)

    15 3

  4. Keras Implementation of TD3(Twin Delayed DDPG) with PER(Prioritized Experience Replay) option on OpenAI gym framework

    Python 8 2

  5. Keras Implementation of DDPG(Deep Deterministic Policy Gradient) with PER(Prioritized Experience Replay) option on OpenAI gym framework

    Python 5 2

  6. A project for researching a complex and long-horizon manipulation task especially focused on hierarchically stacking blocks.

    Python 5

985 contributions in the last year

Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Mon Wed Fri
Activity overview

Contribution activity

July 2022

Created 17 commits in 1 repository
Created 1 repository
@clvrai
Cognitive Learning for Vision and Robotics (CLVR) lab @ USC

Learning and Reasoning for Artificial Intelligence, especially focused on perception and action. Led by Professor Joseph J. Lim @ USC

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