Zafarali Ahmed
Zafarali Ahmed
DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Understanding the impact of entropy on policy optimization
Z Ahmed, N Le Roux, M Norouzi, D Schuurmans
International Conference on Machine Learning (ICML) 2019, 151-160, 2019
582019
InfoBot: Transfer and Exploration via the Information Bottleneck
A Goyal, R Islam, D Strouse, Z Ahmed, M Botvinick, H Larochelle, ...
International Conference on Learning Representations (ICLR) 2019, 2019
582019
Intratumor Heterogeneity and Circulating Tumor Cell Clusters
Z Ahmed, S Gravel
Molecular Biology and Evolution, 2017
102017
What can I do here? A Theory of Affordances in Reinforcement Learning
K Khetarpal, Z Ahmed, G Comanici, D Abel, D Precup
International Conference on Machine Learning (ICML) 2020, 5479--5488, 2020
82020
Vfunc: a deep generative model for functions
P Bachman, R Islam, A Sordoni, Z Ahmed
Workshop on Prediction and Generative Modeling in Reinforcement Learning at†…, 2018
62018
RE-EVALUATE: Reproducibility in Evaluating Reinforcement Learning Algorithms
K Khetarpal, Z Ahmed, A Cianflone, R Islam, J Pineau
2nd Reproducibility in Machine Learning Workshop at ICML 2018, 2018
42018
Marginalized state distribution entropy regularization in policy optimization
R Islam, Z Ahmed, D Precup
arXiv preprint arXiv:1912.05128, 2019
32019
Learning to prove from synthetic theorems
E AygŁn, Z Ahmed, A Anand, V Firoiu, X Glorot, L Orseau, D Precup, ...
arXiv preprint arXiv:2006.11259, 2020
22020
Learning proposals for sequential importance samplers using reinforced variational inference
Z Ahmed, A Karuvally, D Precup, S Gravel
Deep RL Meets Structured Prediction Workshop at ICLR, 2019
12019
Unifying Variational Inference and Policy Optimization
Z Ahmed
McGill University, 2019
2019
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Articles 1–10