Volodymyr Mnih
17 papers · 2010–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (15)
πΊοΈ
Taxonomy Completionist
(26)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π±
Topic Pioneer
π
Grand Slam
ποΈ
Keyword Collector
(60)
π
Trend Setter
π
Century Club
(17)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
NIPS (8)
ICLR (6)
ICML (2)
AAAI (1)
Top co-authors
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