9 citations · 20 across the 6 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.LG2012★ 9 cited
Dynamic Teaching in Sequential Decision Making Environments
Thomas J. Walsh, Sergiu Goschin
We describe theoretical bounds and a practical algorithm for teaching a model by demonstration in a sequential decision making environment. Unlike previous efforts that have optimi…
cs.LG2012★ 7 cited
Exploring compact reinforcement-learning representations with linear regression
Thomas J. Walsh, Istvan Szita, Carlos Diuk +1
This paper presents a new algorithm for online linear regression whose efficiency guarantees satisfy the requirements of the KWIK (Knows What It Knows) framework. The algorithm imp…