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← Authors

Volodymyr Mnih

17 papers · 2010–2025 · 4 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+11 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (15)
πŸ—ΊοΈ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧬 Topic Evolution 🌱 Topic Pioneer πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (60) πŸ“ˆ Trend Setter πŸ’Ž Century Club (17) πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer

Conferences

NIPS (8) ICLR (6) ICML (2) AAAI (1)

Top co-authors

David Warde-Farley (5) Alex Graves (4) Steven Hansen (4) Kate Baumli (3) Koray Kavukcuoglu (3) Catalin Ionescu (3) David Silver (2) Matteo Hessel (2) Steven Stenberg Hansen (2) Hao Liu (2)

Keywords

reinforcement learning (3) representation learning (2) neural network (2) generative model (2) skill discovery (2) recurrent neural network (2) deep reinforcement learning (2) attention mechanism (2) variational inference (1) hierarchical reinforcement learning (1) image generation (1) mutual information (1) deep learning (1) visual attention (1) object tracking (1) intrinsic motivation (1) temporal abstraction (1) high resolution imaging (1) short-term memory (1) unsupervised pretraining (1)

Papers

LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations ICML 2025 ElasticTok: Adaptive Tokenization for Image and Video ICLR 2025 In-context Reinforcement Learning with Algorithm Distillation ICLR 2023 Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NIPS 2022 Learning more skills through optimistic exploration ICLR 2022 Relative Variational Intrinsic Control AAAI 2021 Entropic Desired Dynamics for Intrinsic Control NIPS 2021 Fast Task Inference with Variational Intrinsic Successor Features ICLR 2020 Unsupervised Learning of Object Keypoints for Perception and Control NIPS 2019 Unsupervised Control Through Non-Parametric Discriminative Rewards ICLR 2019 Noisy Networks For Exploration ICLR 2018 Strategic Attentive Writer for Learning Macro-Actions NIPS 2016 Learning values across many orders of magnitude NIPS 2016 Asynchronous Methods for Deep Reinforcement Learning ICML 2016 Using Fast Weights to Attend to the Recent Past NIPS 2016 Recurrent Models of Visual Attention NIPS 2014 Generating more realistic images using gated MRF's NIPS 2010