ICTP-East African Institute for Fundamental Research
KIST2 Building CST
University of Rwanda
Online HECAP Seminar: Jonathan Shock (University of Cape Town)
Jonathan Shock of University of Cape Town, South Africa, to give a seminar on "A Walk through the Landscape of Reinforcement Learning."
ICTP-EAIFR is pleased to welcome Jonathan Shock of University of Cape Town, South Africa, for a High Energy and Cosmology Seminar this Wednesday, February 23, at 16:00 (GMT+2). Entitled "A walk through the landscape of Reinforcement Learning", the talk will take place online (zoom link) and will be streamed live in the conference hall on EAIFR’s top floor (EINSTEIN Block, former “KIST2” Building, UR-CST, Nyarugenge campus). Event Poster.
This is a very introductory walk through some of the basic ideas of reinforcement learning - the third arm of machine learning which is perhaps less often talked about than supervised and unsupervised learning, but which is showing fascinating promise as well as giving us plenty of questions about our own interactions with the world. It is the study of how agents interact with the world using trial and error. I will discuss some of the most fundamental algorithms in RL, from model based to model free learning and show some of the recent advances and challenges that we still face in this area.