Mastering Sequential Decision Problems: The Algebra Behind Optimal Strategies 📈

Discover how algebraic methods simplify complex sequential decision processes and unlock optimal strategies in decision theory. Perfect for learners and professionals alike!

Mastering Sequential Decision Problems: The Algebra Behind Optimal Strategies 📈
ACM SIGPLAN
59 views • Oct 18, 2019
Mastering Sequential Decision Problems: The Algebra Behind Optimal Strategies 📈

About this video

Sequential decision processes and problems are a well established concept in decision theory, with the Bellman equation as a popular choice for describing them. Botta et al
have formalised the notion of such problems in Idris. Using
dependent types to bridge the gap between description and
implementation of complex systems, for purposes of simulation, has been shown to be a good choice. They have
illustrated how to use their formulation to model e.g. climate
impact research, a very relevant problem today.

Presenter: Robert Krook
Authors: Robert Krook, Patrik Jansson
Presented at TyDe 2019 (https://icfp19.sigplan.org/home/tyde-2019) at ICFP'19 (https://icfp19.sigplan.org/)

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Video Information

Views

59

Duration

16:55

Published

Oct 18, 2019

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