Zafarali Ahmed

15 papers A* 3Journal 10Unranked 2

Year	Rank	Type	Title / 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