John Schulman's Homepage
I am currently a researcher at Anthropic, where I’m working on aligning large language models; some of my interests include scalable oversight and developing better written specifications of …
Selected Publications
John Schulman, Jonathan Ho, Cameron Lee, and Pieter Abbeel International Symposium on Robotics Research (ISRR), 2013 Paper / Videos
Code - joschu.net
John Schulman's Homepage. Code. GitHub profile. Highlighted projects developed by my collaborators and me: Procgen Benchmark (2019): GitHub / blog post. Gym Retro (2018): …
Presentations
2024 Talk about OpenAI Model Spec at Scale conference; 2023 ICML talk on proxy objectives; 2023 Berkeley talk on truthfulness; Older slides and video presentations: TR35 Award Talk at …
An Opinionated Guide to ML Research - joschu.net
Jan 24, 2020 · I originally wrote this guide in back in December 2017 for the OpenAI Fellows program. In this essay, I provide some advice to up-and-coming researchers in machine …
New Algorithm? Use Small Test Problems I Run experiments quickly I Do hyperparameter search I Interpret and visualize learning process: state visitation, value function, etc. I Counterpoint: …
Blog Index - joschu.net
Jan 24, 2020 · John Schulman's Homepage. Blog Index. Sending Samples Without Bits-Back (2020/03/08) Approximating KL Divergence (2020/03/07) An Opinionated Guide to ML …
john schulman Summer, 2016 A dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Computer Science in the Graduate Division of the …
John Schulman Gym Retro • Over 1000 games integrated • Uses emulators for classic game systems, e.g. SEGA Genesis • Open source: github.com/openai/gym-retro • Public contest: …
Awards - joschu.net
John Schulman's Homepage. Awards [2018] MIT Technology Review's 35 Innovators Under 35. [2016] C.V. Ramamoorthy Distinguished Research Award [2013] Best Vision Paper, awarded …