Publications

Filter by type:

. The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning. ICLR, 2018.

PDF Project

. Distributional Policy Gradients. ICLR, 2018.

PDF Project Video

. An Analysis of Categorical Distributional Reinforcement Learning. AISTATS, 2018.

. Distributional Reinforcement Learning with Quantile Regression. AAAI, 2018.

PDF Project

. Rainbow: Combining Improvements in Deep Reinforcement Learning. AAAI, 2018.

PDF Project

. Successor Features for Transfer in Reinforcement Learning. NIPS, 2017.

PDF

. A Distributional Perspective on Reinforcement Learning. ICML, 2017.

PDF Project