see our older paper on that: arxiv.org/abs/1705.07798 (the part that's not developed there is showing that for finite horizon problems, the sum of the conditional entropies is the entropy of the entire path, i.e. conditional entropy regularization = path entropy regularization…
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Gergely Neu
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Researcher with public evidence across AI research, Culture, work & education.
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full-time ML theory nerd, part-time AI-non enthusiast
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A unified view of entropy-regularized Markov decision processes arxiv.org
Generative Modeling by Value-Driven Transport arxiv.org
Articles & links
the paper is now on arxiv: arxiv.org/abs/2605.22507 check it out and let us know what you think!!! 18/END
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Recent commentary
value-driven transport! a new framework for generative modeling, combining elements of * optimal control / RL * optimal transport * stochastic primal-dual optimization thread about our new work with @pmorenoz.bsky.social (@upf.edu) & Adrian Müller (@ethz.ch) 1/
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