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← Authors

Daan Wierstra

17 papers · 2010–2019 · 3 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3)
🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter 💎 Century Club (17) 🔥 Unstoppable (6) 🗃️ Keyword Collector (84)

Conferences

ICML (9) NIPS (6) JMLR (2)

Top co-authors

Oriol Vinyals (5) Charles Blundell (4) Ivo Danihelka (4) Danilo Jimenez Rezende (4) Karol Gregor (4) Timothy Lillicrap (3) David Silver (3) Theophane Weber (3) Adrià Puigdomènech Badia (2) Tom Schaul (2)

Keywords

variational inference (4) deep generative model (3) reinforcement learning (3) representation learning (3) deep reinforcement learning (2) recurrent neural network (2) few-shot learning (2) one-shot learning (2) generative model (2) metric learning (1) policy gradient (1) sample efficiency (1) gradient-based optimization (1) embedding learning (1) black-box optimization (1) natural gradient (1) approximate inference (1) relational reasoning (1) deep learning (1) language modeling (1)

Papers

Towards Interpretable Reinforcement Learning Using Attention Augmented Agents NIPS 2019 Learning to search with MCTSnets ICML 2018 Relational recurrent neural networks NIPS 2018 Neural Episodic Control ICML 2017 Imagination-Augmented Agents for Deep Reinforcement Learning NIPS 2017 One-Shot Generalization in Deep Generative Models ICML 2016 Meta-Learning with Memory-Augmented Neural Networks ICML 2016 Towards Conceptual Compression NIPS 2016 Matching Networks for One Shot Learning NIPS 2016 DRAW: A Recurrent Neural Network For Image Generation ICML 2015 Weight Uncertainty in Neural Network ICML 2015 Natural Evolution Strategies JMLR 2014 Deterministic Policy Gradient Algorithms ICML 2014 Deep AutoRegressive Networks ICML 2014 Stochastic Backpropagation and Approximate Inference in Deep Generative Models ICML 2014 Variational Learning for Recurrent Spiking Networks NIPS 2011 PyBrain JMLR 2010