Estimating Risk and Uncertainty in Deep Reinforcement Learning. - William R. Clements; Benoît-Marie Robaglia; Bastien Van Delft; Reda Bahi Slaoui; Sébastien Toth (CoRR, 2019)

Robust Domain Randomization for Reinforcement Learning. - Reda Bahi Slaoui; William R. Clements; Jakob N. Foerster; Sébastien Toth (CoRR, 2019)

Exploratory Combinatorial Optimization with Reinforcement Learning. - Thomas D. Barrett; William R. Clements; Jakob N. Foerster; A. I. Lvovsky 001 (AAAI, 2020)

Learning Disentangled Representations and Group Structure of Dynamical Environments. - Robin Quessard; Thomas D. Barrett; William R. Clements (NeurIPS, 2020)

Learning Group Structure and Disentangled Representations of Dynamical Environments. - Robin Quessard; Thomas D. Barrett; William R. Clements (CoRR, 2020)