Felipe Petroski Such
5 papers · 2018–2020 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird π Cross-Pollinator (14)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Trend Setter
Conferences
NIPS (2)
AAAI (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
deep reinforcement learning
(2)
representation learning
(1)
reinforcement learning
(1)
multi-task learning
(1)
image generation
(1)
network architecture
(1)
transfer learning
(1)
curriculum learning
(1)
object detection
(1)
neural architecture search
(1)
neural network visualization
(1)
synthetic data generation
(1)
gradient descent
(1)
model-based reinforcement learning
(1)
latent variable
(1)
convolutional neural network
(1)
spatial representation
(1)
atari game
(1)
synthetic training datum
(1)
translation invariance
(1)
Papers
Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials
AAAI 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data
ICML 2020
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents
IJCAI 2019
An intriguing failing of convolutional neural networks and the CoordConv solution
NIPS 2018
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents
NIPS 2018