Neural networks for incremental dimensionality reduced reinforcement learning. - William Curran; Rey Pocius; William D. Smart (IROS, 2017)

Comparing Reward Shaping, Visual Hints, and Curriculum Learning. - Rey Pocius; David Isele; Mark Roberts; David W. Aha (AAAI, 2018)

Strategic Tasks for Explainable Reinforcement Learning. - Rey Pocius; Lawrence Neal; Alan Fern (AAAI, 2019)

Communicating Robot Goals via Haptic Feedback in Manipulation Tasks. - Rey Pocius; Naghmeh Zamani; Heather Culbertson; Stefanos Nikolaidis (HRI (Companion), 2020)