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Volodymyr Mnih

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

19

Venues

6

Active years

2008–2025

Best venue rank

A*

Where they publish

Papers

19 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRElasticTok: Adaptive Tokenization for Image and Video.Wilson Yan, Volodymyr Mnih, Aleksandra Faust, Matei Zaharia, Pieter Abbeel, Hao Liu
2025ICMLLMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations.Anian Ruoss, Fabio Pardo, Harris Chan, Bonnie Li, Volodymyr Mnih, Tim Genewein
2023ICLRIn-context Reinforcement Learning with Algorithm Distillation.Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Stenberg Hansen, Angelos Filos, Ethan Brooks, Maxime Gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih
2022ICLRLearning more skills through optimistic exploration.DJ Strouse, Kate Baumli, David Warde-Farley, Volodymyr Mnih, Steven Stenberg Hansen
2021AAAIRelative Variational Intrinsic Control.Kate Baumli, David Warde-Farley, Steven Hansen, Volodymyr Mnih
2020ICLRFast Task Inference with Variational Intrinsic Successor Features.Steven Hansen, Will Dabney, Andr Barreto, David Warde-Farley, Tom Van de Wiele, Volodymyr Mnih
2019ICLRUnsupervised Control Through Non-Parametric Discriminative Rewards.David Warde-Farley, Tom Van de Wiele, Tejas D. Kulkarni, Catalin Ionescu, Steven Hansen, Volodymyr Mnih
2018ICLRNoisy Networks For Exploration.Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Matteo Hessel, Ian Osband, Alex Graves, Volodymyr Mnih, Rmi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg
2018ICMLIMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.Lasse Espeholt, Hubert Soyer, Rmi Munos, Karen Simonyan, Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu
2018ICMLThe Uncertainty Bellman Equation and Exploration.Brendan O'Donoghue, Ian Osband, Rmi Munos, Volodymyr Mnih
2017ICLRSample Efficient Actor-Critic with Experience Replay.Ziyu Wang, Victor Bapst, Nicolas Heess, Volodymyr Mnih, Rmi Munos, Koray Kavukcuoglu, Nando de Freitas
2017ICLRReinforcement Learning with Unsupervised Auxiliary Tasks.Max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnecki, Tom Schaul, Joel Z. Leibo, David Silver, Koray Kavukcuoglu
2017ICLRCombining policy gradient and Q-learning.Brendan O'Donoghue, Rmi Munos, Koray Kavukcuoglu, Volodymyr Mnih
2016ICMLAsynchronous Methods for Deep Reinforcement Learning.Volodymyr Mnih, Adri Puigdomnech Badia, Mehdi Mirza, Alex Graves, Timothy P. Lillicrap, Tim Harley, David Silver, Koray Kavukcuoglu
2012ICMLLearning to Label Aerial Images from Noisy Data.Volodymyr Mnih, Geoffrey E. Hinton
2011CVPROn deep generative models with applications to recognition.Marc'Aurelio Ranzato, Joshua M. Susskind, Volodymyr Mnih, Geoffrey E. Hinton
2011UAIConditional Restricted Boltzmann Machines for Structured Output Prediction.Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton
2010ECCVLearning to Detect Roads in High-Resolution Aerial Images.Volodymyr Mnih, Geoffrey E. Hinton
2008ICMLEmpirical Bernstein stopping.Volodymyr Mnih, Csaba Szepesvri, Jean-Yves Audibert