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Bookmark or Share- John Schulman's HomepageJohn Schulman's Homepage I’m a research scientist and co-founder of OpenAI . I co-lead the post-training team, where we fine-tune the models that get deployed in ChatGPT and the OpenAI API.
- An Opinionated Guide to ML Research - joschu.netJohn Schulman's Homepage. An Opinionated Guide to ML Research. Posted on 2020/01/24. ← back to blog index. 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 learning (ML), based on my experience doing research and advising others ...
- The Nuts and Bolts of Deep RL Research - joschu.netJohn Schulman December 9th, 2016. Outline Approaching New Problems Ongoing Development and Tuning General Tuning Strategies for RL Policy Gradient Strategies Q-Learning Strategies Miscellaneous Advice. Approaching New Problems. New Algorithm? Use Small Test Problems I Run experiments quickly
- O P T I M I Z I N G E X P E C TAT I O N S : F R O M D E E P R E I N F O ...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 University of California, Berkeley committee: Pieter Abbeel, Chair Joan Bruna Michael Jordan Stuart Russell
- PresentationsJohn Schulman's Homepage. Presentations. Out of date. Some slides and videos of recent presentations: TR35 Award Talk at EmTech 2018 in Cambridge, MA. Video / Slides (PDF) Faster Reinforcement Learning via Transfer, at AIX symposium hosted by SK Telecom in Seoul. Video / Slides (PDF)
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