Jigang Kim
developing autonomous learning agents
In spring 2018, I joined
LARR (formerly known as ICSL) under the supervision of
Prof. H. Jin Kim at
Seoul National University.
My research interests are at the intersection of
Reinforcement Learning,
Machine Learning and
Robotics. I am collaborating with J. Hyeon Park, Daesol Cho and Seungjae Lee.
Recent posts
Current reinforcement learning (RL) in robotics often experiences difficulty in generalizing to new downstream tasks due to the innate task-specific training...
Deep reinforcement learning has enabled robots to learn motor skills from environmental interactions with minimal to no prior knowledge. However, existing re...
Deploying multiple robots for target search and tracking has many practical applications, yet the challenge of planning over unknown or partially known targe...