Assistant Professor @_indylab @UCIbrenICS @UCIrvine

Joined December 2012
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Roy Fox (@royf@sigmoid.social) retweeted
Excited to share our work, "Skill Set Optimization", a continual learning method for LLM actors that: - Automatically extracts modular subgoals to use as skills - Reinforces skills using environment reward - Facilitates skill retrieval based on state allenai.github.io/sso 🧵
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I absolutely love how ChatGPT never actually admits any of its mistakes, instead “apologizing for the confusion”. It's like: “look, one of us seems very confused, but let's not get hung up on who. here's the plan: I won't deny partial responsibility, and you still tip me, k?”
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it's like how politicians “apologize if anyone misunderstood what I meant”; ChatGPT is a little weasel
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Roy Fox (@royf@sigmoid.social) retweeted
16 Jan 2023
Are you interested in causality, machine learning and healthcare? Come work with Mihaela van der Schaar (@MihaelaVDS) and me in a joint PhD or postdoc at Cambridge University, UK and the Technion, Israel Contact via email: shalit-lab AT technion ac il
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Roy Fox (@royf@sigmoid.social) retweeted
The deadline for our #NeurIPS2022 InfoCog workshop is approaching soon [updated 🗓️: Sep 22]. We expect to have some funding to support a few selected presenters of accepted papers, and a special issue of Open Mind associated with the workshop! More info 👇 sites.google.com/view/infoco…
📣 Very excited to announce our in-person #NeurIPS2022 workshop on Information-Theoretic Principles in Cognitive Systems! Check out our lineup of invited speakers and CFP, submit short papers by September 19 sites.google.com/view/infoco… #InfoCog2022 @NeurIPSConf
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Roy Fox (@royf@sigmoid.social) retweeted
5 Aug 2022
Very excited for the 2022 edition of the #neurips Deep RL workshop! A few fun changes, see below. Also, submission deadline: Sep 22
Super excited to announce this year’s Deep RL workshop @NeurIPSConf 🎉🎉🎓🎓 website: sites.google.com/corp/view/d… submission deadline: September 22nd, 11:59 PM PST Some exciting changes that we made this year in 🧵👇
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Roy Fox (@royf@sigmoid.social) retweeted
We (@BeEngelhardt, @NailaMurray and I) are proud to announce the creation of a Journal-to-Conference track, in collaboration with JMLR and conferences NeurIPS 2022, ICLR 2023 and ICML 2023! neurips.cc/public/JournalToC… iclr.cc/public/JournalToConf… icml.cc/public/JournalToConf…

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Roy Fox (@royf@sigmoid.social) retweeted
📣 Very excited to announce our in-person #NeurIPS2022 workshop on Information-Theoretic Principles in Cognitive Systems! Check out our lineup of invited speakers and CFP, submit short papers by September 19 sites.google.com/view/infoco… #InfoCog2022 @NeurIPSConf
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Roy Fox (@royf@sigmoid.social) retweeted
המעבדה שלי בטכניון מחפשת עוזרי.ות מחקר! לפרטים נוספים: drive.google.com/file/d/16je… כמו כן, מגייסים סטודנטים.ות לתארים מתקדמים. אל תהססו ליצור קשר! lacclab.github.io
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Roy Fox (@royf@sigmoid.social) retweeted
Policy Space Response Oracles (PSRO) mixes over a population of deep RL policies to approximate a Nash equilibrium, but exploitability can increase from one iteration to the next. We introduce Anytime PSRO which does not increase exploitability. Arxiv: arxiv.org/abs/2201.07700
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Roy Fox (@royf@sigmoid.social) retweeted
Come join us tomorrow (Mon) for the #NeurIPS2021 Meaning in Context workshop! We aim to advance human-machine communication by understanding how pragmatic reasoning works in humans and how it can inform AI website: mic-workshop.github.io/ NeurIPS link: neurips.cc/virtual/2021/work…

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This. Our top conferences are "captive regulators" of noteworthy research, and Big ML has subtly shifted their focus to experiments that have low scientific value, high environmental footprint, and — significantly — only they can run. #demeritNeurIPS
7 Dec 2020
Replying to @beenwrekt
However, the chairs didn’t address the issue of corporate influence on the conference.
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Roy Fox (@royf@sigmoid.social) retweeted
Interested in hearing about the theoretical foundations of RL from a multidisciplinary perspective (CS, control, stats, OR)? If so, join us at the (all virtual) RL Theory Bootcamp at the Simons Institute next week. Lectures in the morning and the afternoon ==>
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Roy Fox (@royf@sigmoid.social) retweeted
There is no magical benchmark that experiments must be run against in order to be acceptable.
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Roy Fox (@royf@sigmoid.social) retweeted
Would people be ok with renaming it "I Can't Believe It's Not Intelligence! ®"
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Roy Fox (@royf@sigmoid.social) retweeted
10 Aug 2020
UCI researchers launch first-of-its-kind #coronavirus statistics portal: Site provides comparisons between OC & neighboring counties. More: bit.ly/3adtl3V
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I have an imitation learning joke, but not sure it is the reason why you laugh.
I have a causality joke, but not sure it is the reason why you laugh.
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I have a reinforcement learning joke, but I'm sure it will be lost on the critics.
I have a computer vision joke hidden somewhere in this tweet, but you're not seeing it.
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Roy Fox (@royf@sigmoid.social) retweeted
amii.ca/postdoc-opportunity-… One last time; official ad is out.

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