International Joint Conference on Artificial Intelligence (IJCAI) is one of the top-tier conferences on artificial intelligence and related fields. At IJCAI 2020, OMRON SINIC X will present the following talks.
W27: Knowledge Based Reinforcement Learning Workshop
(Jan. 7, 9:00–14:00 JST)
Yoshihisa Ijiri and Masashi Hamaya will give an invited talk at Knowledge Based Reinforcement Learning Workshop. Our presentation will overview technical challenges in industrial robotics and introduce our recent achievements in soft robotics and robot learning:
[Machine Learning] Reinforcement Learning 1/3
(Jan. 13, 18:00–19:20 JST)
Mohammadamin Barekatain, Ryo Yonetani, and Masashi Hamaya will present a new transfer RL method in the RL session of the main track. We will show how to leverage multiple source policies acquired under unknown diverse environmental dynamics for training a new relevant task efficiently.