MM
Mehdi Mirza
cs.LGstat.MLcs.AIAlgorithmscs.CVcs.ROArtificial IntelligenceCompetitioncs.MScs.NE
On Valency
published · living versionsW_47bn8c9k·v1 · currentpublished
W_2wg6hmz9·v1published
W_n9ub7d6b·v1published
Preprints & journals
17 papers in the corpus · 2013–2022Retrieval-Augmented Reinforcement Learning2202.08417v4 · Anirudh Goyal, Abram L. Friesen, Andrea Banino et al.2022 · 23 citationsarXiv
Evaluating model-based planning and planner amortization for continuous control2110.03363v1 · Arunkumar Byravan, Leonard Hasenclever, Piotr Trochim et al.2021 · 1 citationarXiv
Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban2010.01298v1 · Peter Karkus, Mehdi Mirza, Arthur Guez et al.2020 · 2 citationsarXiv
Physically Embedded Planning Problems: New Challenges for Reinforcement Learning2009.05524v2 · Mehdi Mirza, Andrew Jaegle, Jonathan J. Hunt et al.2020 · 5 citationsarXiv
Optimizing agent behavior over long time scales by transporting value.31745075 · Hung, Chia-Chun, Lillicrap, Timothy, Abramson, Josh et al.2020 · 71 citationsNature communications. 2019;10(1):5223
An investigation of model-free planning1901.03559v2 · Arthur Guez, Mehdi Mirza, Karol Gregor et al.2019 · 18 citationsarXiv
Probing Physics Knowledge Using Tools from Developmental Psychology1804.01128v1 · Luis Piloto, Ari Weinstein, Dhruva TB et al.2018 · 18 citationsarXiv
Unsupervised Predictive Memory in a Goal-Directed Agent1803.10760v1 · Greg Wayne, Chia-Chun Hung, David Amos et al.2018 · 138 citationsarXiv
Generalizable Features From Unsupervised Learning1612.03809v1 · Mehdi Mirza, Aaron Courville, Yoshua Bengio2016 · 12 citationsarXiv
Asynchronous Methods for Deep Reinforcement Learning1602.01783v2 · Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza et al.2016 · 7,131 citationsICML 2016on Valency
Challenges in representation learning: a report on three machine learning contests.25613956 · Goodfellow, Ian J, Erhan, Dumitru, Luc Carrier, Pierre et al.2015 · 791 citationsNeural networks : the official journal of the International Neural Network Society. 2015;64:59-63
Conditional Generative Adversarial Nets1411.1784v1 · Mehdi Mirza, Simon Osindero2014 · 8,870 citationsarXivon Valency
Generative Adversarial Networks1406.2661v1 · Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al.2014 · 4,475 citationsarXiv
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks1312.6211v3 · Ian J. Goodfellow, Mehdi Mirza, Da Xiao et al.2013 · 873 citationsarXiv
Pylearn2: a machine learning research library1308.4214v1 · Ian J. Goodfellow, David Warde-Farley, Pascal Lamblin et al.2013 · 215 citationsarXiv
Challenges in Representation Learning: A report on three machine learning contests1307.0414v1 · Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier et al.2013 · 1,766 citationsarXiv
Maxout Networks1302.4389v4 · Ian J. Goodfellow, David Warde-Farley, Mehdi Mirza et al.2013 · 934 citationsJMLR WCP 28 (3): 1319-1327, 2013on Valency
Career total: 32 works. 17 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.