Lateral Inhibition Overcomes Limits of Temporal Difference Learning. - Jacob Rafati; David C. Noelle (CogSci, 2015)

Trust-Region Minimization Algorithm for Training Responses (TRMinATR): The Rise of Machine Learning Techniques. - Jacob Rafati; Omar DeGuchy; Roummel F. Marcia (EUSIPCO, 2018)

Improving L-BFGS Initialization for Trust-Region Methods in Deep Learning. - Jacob Rafati; Roummel F. Marcia (ICMLA, 2018)

Quasi-Newton Optimization in Deep Q-Learning for Playing ATARI Games. - Jacob Rafati; Roummel F. Marcia (CoRR, 2018)

Unsupervised Methods For Subgoal Discovery During Intrinsic Motivation in Model-Free Hierarchical Reinforcement Learning. - Jacob Rafati; David C. Noelle (KEG@AAAI, 2019)

Learning Representations in Model-Free Hierarchical Reinforcement Learning. - Jacob Rafati; David C. Noelle (AAAI, 2019)

Learning sparse representations in reinforcement learning. - Jacob Rafati; David C. Noelle (CoRR, 2019)

Quasi-Newton Optimization Methods For Deep Learning Applications. - Jacob Rafati; Roummel F. Marcia (CoRR, 2019)

Efficient Exploration through Intrinsic Motivation Learning for Unsupervised Subgoal Discovery in Model-Free Hierarchical Reinforcement Learning. - Jacob Rafati; David C. Noelle (CoRR, 2019)

Learning Representations in Reinforcement Learning. - Jacob Rafati (2019)