Zafarali Ahmed

15 papers A* 3Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning.
CoRR
Gheorghe Comanici, Amelia Glaese, Anita Gergely, Daniel Toyama, Zafarali Ahmed, Tyler Jackson, Philippe Hamel, Doina Precup
2021 J jnl
AndroidEnv: A Reinforcement Learning Platform for Android.
CoRR
Daniel Toyama, Philippe Hamel, Anita Gergely, Gheorghe Comanici, Amelia Glaese, Zafarali Ahmed, Tyler Jackson, Shibl Mourad, Doina Precup
2021 A* conf
Temporally Abstract Partial Models.
NeurIPS
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup
2021 J jnl
Temporally Abstract Partial Models.
CoRR
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup
2021 J jnl
Training a First-Order Theorem Prover from Synthetic Data.
CoRR
Vlad Firoiu, Eser Aygün, Ankit Anand, Zafarali Ahmed, Xavier Glorot, Laurent Orseau, Lei M. Zhang, Doina Precup, Shibl Mourad
2020 J jnl
Learning to Prove from Synthetic Theorems.
CoRR
Eser Aygün, Zafarali Ahmed, Ankit Anand, Vlad Firoiu, Xavier Glorot, Laurent Orseau, Doina Precup, Shibl Mourad
2020 A* conf
What can I do here? A Theory of Affordances in Reinforcement Learning.
ICML
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup
2020 J jnl
What can I do here? A Theory of Affordances in Reinforcement Learning.
CoRR
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup
2019 — conf
InfoBot: Transfer and Exploration via the Information Bottleneck.
ICLR (Poster)
Anirudh Goyal, Riashat Islam, Daniel Strouse, Zafarali Ahmed, Hugo Larochelle, Matthew M. Botvinick, Yoshua Bengio, Sergey Levine
2019 J jnl
InfoBot: Transfer and Exploration via the Information Bottleneck.
CoRR
Anirudh Goyal, Riashat Islam, Daniel Strouse, Zafarali Ahmed, Matthew M. Botvinick, Hugo Larochelle, Sergey Levine, Yoshua Bengio
2019 — conf
Learning proposals for sequential importance samplers using reinforced variational inference.
DeepRLStructPred@ICLR
Zafarali Ahmed, Arjun Karuvally, Doina Precup, Simon Gravel
2019 J jnl
Marginalized State Distribution Entropy Regularization in Policy Optimization.
CoRR
Riashat Islam, Zafarali Ahmed, Doina Precup
2019 A* conf
Understanding the Impact of Entropy on Policy Optimization.
ICML
Zafarali Ahmed, Nicolas Le Roux, Mohammad Norouzi, Dale Schuurmans
2018 J jnl
Understanding the impact of entropy on policy optimization.
CoRR
Zafarali Ahmed, Nicolas Le Roux, Mohammad Norouzi, Dale Schuurmans
2018 J jnl
VFunc: a Deep Generative Model for Functions.
CoRR
Philip Bachman, Riashat Islam, Alessandro Sordoni, Zafarali Ahmed