Publications
Induction and Learning of Finite-State Controllers from Simulation,
, Proceedings of 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012), (2012)
Reinforcement Learning through Global Stochastic Search in N-MDPs,
, Machine Learning and Knowledge Discovery in Databases, Volume 6912, p.326-340, (2011)
Improving the performance of complex agent plans through reinforcement learning,
, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems, Volume 1, p.723–730, (2010)
LearnPNP: A Tool for Learning Agent Behaviors,
, RoboCup 2010: Robot Soccer World Cup XIV, p.418-429, (2011)
Reinforcement Learning in Plan Space,
, Rome, Italy, (2010)
Automatic Generation and Learning of Finite-State Controllers,
, Artificial Intelligence: Methodology, Systems, and Applications, Volume 7557, p.135-144, (2012)