33 citations · 128 across the 19 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
Automated Feature Selection for Inverse Reinforcement Learning
Daulet Baimukashev, Gokhan Alcan, Ville Kyrki
Inverse reinforcement learning (IRL) is an imitation learning approach to learning reward functions from expert demonstrations. Its use avoids the difficult and tedious procedure o…
cs.LG2024★ 1 cited
The Role of Higher-Order Cognitive Models in Active Learning
Oskar Keurulainen, Gokhan Alcan, Ville Kyrki
Building machines capable of efficiently collaborating with humans has been a longstanding goal in artificial intelligence. Especially in the presence of uncertainties, optimal coo…