Occam's Gates. - Jonathan Raiman; Szymon Sidor (CoRR, 2015)

Time Resource Networks. - Szymon Sidor; Peng Yu; Cheng Fang; Brian Charles Williams (CoRR, 2016)

Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics. - Ken Kansky; Tom Silver; David A. Mély; Mohamed Eldawy; Miguel Lázaro-Gredilla; Xinghua Lou; Nimrod Dorfman; Szymon Sidor; D. Scott Phoenix; Dileep George (ICML, 2017)

UCB and InfoGain Exploration via $ boldsymbol{Q}$-Ensembles. - Richard Y. Chen; Szymon Sidor; Pieter Abbeel; John Schulman (CoRR, 2017)

Emergent Complexity via Multi-Agent Competition. - Trapit Bansal; Jakub Pachocki; Szymon Sidor; Ilya Sutskever; Igor Mordatch (ICLR (Poster), 2018)

Parameter Space Noise for Exploration. - Matthias Plappert; Rein Houthooft; Prafulla Dhariwal; Szymon Sidor; Richard Y. Chen; Xi Chen 022; Tamim Asfour; Pieter Abbeel; Marcin Andrychowicz (ICLR (Poster), 2018)

Learning Dexterous In-Hand Manipulation. - OpenAI; Marcin Andrychowicz; Bowen Baker; Maciek Chociej; Rafal Józefowicz; Bob McGrew; Jakub Pachocki; Arthur Petron; Matthias Plappert; Glenn Powell; Alex Ray; Jonas Schneider 002; et al. (CoRR, 2018)

Dota 2 with Large Scale Deep Reinforcement Learning. - Christopher Berner; Greg Brockman; Brooke Chan; Vicki Cheung; Przemyslaw Debiak; Christy Dennison; David Farhi; Quirin Fischer; Shariq Hashme; Christopher Hesse; Rafal Józefowicz; Scott Gray; et al. (CoRR, 2019)

Learning dexterous in-hand manipulation. - Marcin Andrychowicz; Bowen Baker; Maciek Chociej; Rafal Józefowicz; Bob McGrew; Jakub Pachocki; Arthur Petron; Matthias Plappert; Glenn Powell; Alex Ray; Jonas Schneider 002; Szymon Sidor; et al. (Int. J. Robotics Res., 2020)

Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer. - Ge Yang; Edward J. Hu; Igor Babuschkin; Szymon Sidor; Xiaodong Liu 003; David Farhi; Nick Ryder; Jakub Pachocki; Weizhu Chen; Jianfeng Gao 001 (NeurIPS, 2021)

Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer. - Greg Yang; Edward J. Hu; Igor Babuschkin; Szymon Sidor; Xiaodong Liu 003; David Farhi; Nick Ryder; Jakub Pachocki; Weizhu Chen; Jianfeng Gao 001 (CoRR, 2022)

Competitive Programming with Large Reasoning Models. - Ahmed El-Kishky; Alexander Wei; Andre Saraiva 001; Borys Minaiev; Daniel Selsam; David Dohan; Francis Song; Hunter Lightman; Ignasi Clavera Gilaberte; Jakub Pachocki; Jerry Tworek; Lorenz Kuhn; et al. (CoRR, 2025)