7 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.AI2014★ 7 cited
Active Learning for Autonomous Intelligent Agents: Exploration, Curiosity, and Interaction
Manuel Lopes, Luis Montesano
In this survey we present different approaches that allow an intelligent agent to explore autonomous its environment to gather information and learn multiple tasks. Different commu…
cs.LG2012★ 3 cited
On the Performance of Maximum Likelihood Inverse Reinforcement Learning
Héctor Ratia, Luis Montesano, Ruben Martinez-Cantin
Inverse reinforcement learning (IRL) addresses the problem of recovering a task description given a demonstration of the optimal policy used to solve such a task. The optimal polic…