David Raposo
7 papers · 2017–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(4)
Reinforcement Learning
(4)
Core AI
(4)
Methods
(4)
Machine Learning
(2)
Applications Β· Reinforcement Learning
(2)
Architectures
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Application Areas
(1)
Applications Β· Computer Vision
(1)
Capabilities
(1)
Core Methods
(1)
Keywords
relational reasoning
(3)
reinforcement learning
(3)
visual question answering
(2)
graph learning
(1)
attention mechanism
(1)
neural machine translation
(1)
language modeling
(1)
message passing
(1)
value iteration
(1)
tree search
(1)
convolutional network
(1)
inductive bia
(1)
model-free reinforcement learning
(1)
planning algorithm
(1)
multi-head attention
(1)
hyperbolic space
(1)
memory network
(1)
computer control
(1)
hyperbolic geometry
(1)
behavioral prior
(1)
Papers
A data-driven approach for learning to control computers
ICML 2022
Rapid Task-Solving in Novel Environments
ICLR 2021
An Investigation of Model-Free Planning
ICML 2019
Deep reinforcement learning with relational inductive biases
ICLR 2019
Hyperbolic Attention Networks
ICLR 2019
Relational recurrent neural networks
NeurIPS 2018
A simple neural network module for relational reasoning
NeurIPS 2017