Learning by Playing Solving Sparse Reward Tasks from Scratch. - Martin A. Riedmiller; Roland Hafner; Thomas Lampe; Michael Neunert; Jonas Degrave; Tom Van de Wiele; Vlad Mnih; Nicolas Heess; Jost Tobias Springenberg (ICML, 2018)

Unsupervised Control Through Non-Parametric Discriminative Rewards. - David Warde-Farley; Tom Van de Wiele; Tejas D. Kulkarni; Catalin Ionescu; Steven Hansen 001; Volodymyr Mnih (ICLR (Poster), 2019)

Fast Task Inference with Variational Intrinsic Successor Features. - Steven Hansen 001; Will Dabney; André Barreto 001; David Warde-Farley; Tom Van de Wiele; Volodymyr Mnih (ICLR, 2020)

Q-Learning in enormous action spaces via amortized approximate maximization. - Tom Van de Wiele; David Warde-Farley; Andriy Mnih; Volodymyr Mnih (CoRR, 2020)