Aswin Paul
@aswinpaule
Trying to figure out how we understand and act in the world. | PhD student 👨🏫| Physics 💫| Neuroscience 🧠 | Intelligence 🤖
ID:1429088462972411910
https://github.com/aswinpaul 21-08-2021 14:30:27
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152 Followers
244 Following
New preprint! “Collective behavior from surprise minimization,” by me, Beren Millidge, Lancelot Da Costa, Richard Mann, Karl Friston, Iain Couzin
Paper: arxiv.org/abs/2307.14804
Code: github.com/conorheins/col…
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A short blog post from VERSES AI Research about upcoming 2024 benchmark work from VERSES: a discussion of what to expect and when—and why we chose the benchmarks that we did
verses.ai/rd-blog/on-upc…
Maxwell Ramstead VERSES AI Research Tommaso Salvatori Alec Tschantz p(Alex Kiefer | everything else) MKoudahl Aswin Paul Chris L Buckley Takuya Isomura Adeel Razi Brett J. Kagan Congratulations, hard to keep up with you guys! 😂
Maxwell Ramstead VERSES AI Research Tommaso Salvatori Alec Tschantz p(Alex Kiefer | everything else) MKoudahl Aswin Paul Chris L Buckley Takuya Isomura Adeel Razi Brett J. Kagan Great work! And a great thread summarizing it! I'm very interested to look for the contrast against RL
New from VERSES AI Research and collaborators: introducing 'inductive planning,' a new form of active inference allowing us to generate intelligent agents that aim to achieve explicit goals
Delighted to see our paper (On efficient computation in active inference arxiv.org/abs/2307.00504) acknowledged in the best way through this amazing work! I'm sure inductive inference is going to take off real fast in the community. Adeel Razi Lancelot Da Costa Noor Sajid
Maxwell Ramstead VERSES AI Research Tommaso Salvatori Alec Tschantz p(Alex Kiefer | everything else) MKoudahl Aswin Paul Chris L Buckley Takuya Isomura Adeel Razi Brett J. Kagan Fantastic paper. It's a great overview of all the key components of Active Inference. 👏
Preprint alert on our new (active inference) collabroation! Follow the thread 👇👇
You may also want to read this paper in combination with our earlier preprint on efficent copmputation of large planning/polcies spaces from Aswin Paul here: arxiv.org/abs/2307.00504
🚨 Preprint 🚨 “Active inference and intentional behaviour,” from VERSES AI Research (Friston, Tommaso Salvatori, Alec Tschantz, p(Alex Kiefer | everything else), Verbelen, MKoudahl, Aswin Paul, Chris L Buckley, me) and collaborators (@TakuyaIsomura, Parr, Adeel Razi, Brett J. Kagan)
arxiv.org/abs/2312.07547 1/8
New paper in NeurIPS in which we invesitgate the dynamics of neural connectivity as the biological cells (aka DishBrain) learn to play Pong.
Link: openreview.net/forum?id=dq53F…
Unfortunately Moein Khajehnejad & Forough Habibollahi who led the work cannot get US visa to go & present in person
Once more, NeurIPS Conference is in US, and once again, we can't attend due to visa processing delays! If you're there, please join our virtual oral presentation on Dec 16th at the 'Symmetry and Geometry in Neural Representations' workshop;
Noor Sajid Johan Medrano Aswin Paul Jakob Hohwy Beth Fisher Thanks for some great tutorials!