Zafarali Ahmed

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 15

Top Topics

Mathematical Knowledge

Variational Inference

Generative And Discriminative Models

Top Venues

DeepRLStructPred@ICLR

Publications

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