Felipe Petroski Such

Evaluating Large Language Models Trained on Code

Mark Chen, Jerry Tworek, Heewoo Jun et al. · arXiv (Cornell University) · 2021 · 1.4K citations · Full text

Software Maintenance, Engineering, Gpt Language Model +24

Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning

Felipe Petroski Such, Vashisht Madhavan, Edoardo Conti et al. · arXiv (Cornell University) · 2017 · 554 citations · Full text

Artificial Intelligence, Deep Neuroevolution, Policy Gradients +14

An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

Rosanne Liu, Joel Lehman, Piero Molino et al. · arXiv (Cornell University) · 2018 · 169 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Intelligent character recognition using fully convolutional neural networks

Raymond Ptucha, Felipe Petroski Such, Suhas Pillai et al. · Pattern Recognition · 2018 · 164 citations

Machine Vision, Image Analysis, Engineering +6

Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents

Edoardo Conti, Vashisht Madhavan, Felipe Petroski Such et al. · Neural Information Processing Systems · 2018 · 148 citations

Artificial Intelligence, Cognitive Science, Engineering +14