Agreed with @fchollet on FEP (t.ly/s4gMV), but FEP is more than a pretty good idea, and there are more benefits to realizing an agent as an active inference (AIF) process beyond active data selection. I will mention a few below:
New paper alert! Active Inference (AIF) agents score policy candidates using a cost function called the Expected Free Energy (EFE), which has many desirable features, such as a parameter-free balance between information-seeking and goal-driven behavior. (1/4)
Turns out .ml doesn’t just stand for machine learning - it also means maybe lost :/
But hey, every project needs its "we lost our domain" story. Our just happened on Friday. Find us at rxinfer.com now. This time for real (probably).
Catch me at @NeurIPSConf in Vancouver, BC this week! I will be at the conference all week, so feel free to hit me up for a drink (or five)! Saturday, I will present a poster at the Bayesian Decision Making workshop.
🚀 Calling all Bayesian enthusiasts! @ReactiveBayes needs YOU to shape the future of reactive, efficient & scalable inference. Join us in building Bayesian-driven autonomous agents with RxInfer.jl. Fork, contribute, discuss at rxinfer.ml#BayesianInference#Julia
Catch me at @JuliaConOrg in my hometown of Eindhoven this week! I will be presenting twice on Friday and strolling around the Philips Stadium tomorrow and Thursday !
Today, I was a guest in a workshop hosted by @InferenceActive on RxEnvironments.jl, demoing the basics of the package and answering lots of interesting questions. Recording is available at youtu.be/ygmAhA18mkQ?fe…. Thanks Daniel & co for having me!
We've just launched a new version of RxInfer.jl! 🎉 Check out our more intuitive DSL, thanks to @bvdmitri & @wouter_nuijten. Excited for you to try the simplified model specs and nested models. Kudos to the team! Next up: expanding inference by Q2 end.
#JuliaLang#RxInfer
Proud to announce the first (alpha) release of RxEnvironments.jl (github.com/biaslab/RxEnvi…), containing all boilerplate code to make your Active Inference environments truly reactive (and will give you multi-agent environments while we're at it ;) )
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282 Followers 238 FollowingPostdoc on signal decomposition. Former intern at Qualcomm AI and Meta AI. Representation learning, signal processing & compression
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Upcoming conference: #uai2025 July 21-25th in Rio de Janeiro, Brazil!
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cool research at @arxiv_daily
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