Polat, Faruk

4 publications

ECML-PKDD 2016 Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning Alper Demir, Erkin Çilden, Faruk Polat

IJCAI 2013 Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks Utku Sirin, Faruk Polat, Reda Alhajj

MLJ 2010 Improving Reinforcement Learning by Using Sequence Trees Sertan Girgin, Faruk Polat, Reda Alhajj

IJCAI 2007 State Similarity Based Approach for Improving Performance in RL Sertan Girgin, Faruk Polat, Reda Alhajj