FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2993197237> ?p ?o ?g. }

• W2993197237 endingPage "74" @default.
• W2993197237 startingPage "29" @default.
• W2993197237 abstract "There are over 15 distinct communities that work in the general area of sequential decisions and information, often referred to as decisions under uncertainty or stochastic optimization. We focus on two of the most important fields: stochastic optimal control, with its roots in deterministic optimal control, and reinforcement learning, with its roots in Markov decision processes. Building on prior work, we describe a unified framework that covers all 15 different communities and note the strong parallels with the modeling framework of stochastic optimal control. By contrast, we make the case that the modeling framework of reinforcement learning, inherited from discrete Markov decision processes, is quite limited. Our framework (and that of stochastic control) is based on the core problem of optimizing over policies. We describe four classes of policies that we claim are universal and show that each of these two fields has, in their own way, evolved to include examples of each of these four classes." @default.
• W2993197237 created "2019-12-13" @default.
• W2993197237 creator A5054833334 @default.
• W2993197237 date "2021-01-01" @default.
• W2993197237 modified "2023-10-12" @default.
• W2993197237 title "From Reinforcement Learning to Optimal Control: A Unified Framework for Sequential Decisions" @default.
• W2993197237 cites W1514588745 @default.
• W2993197237 cites W1601081659 @default.
• W2993197237 cites W1714211023 @default.
• W2993197237 cites W1854776945 @default.
• W2993197237 cites W1967596043 @default.
• W2993197237 cites W1976410223 @default.
• W2993197237 cites W1977785256 @default.
• W2993197237 cites W2016647253 @default.
• W2993197237 cites W203276351 @default.
• W2993197237 cites W2047081066 @default.
• W2993197237 cites W2056858451 @default.
• W2993197237 cites W2068384492 @default.
• W2993197237 cites W2081514674 @default.
• W2993197237 cites W2095654559 @default.
• W2993197237 cites W2123736449 @default.
• W2993197237 cites W2126316555 @default.
• W2993197237 cites W2160561608 @default.
• W2993197237 cites W2165726932 @default.
• W2993197237 cites W2186356962 @default.
• W2993197237 cites W2484646121 @default.
• W2993197237 cites W2499002200 @default.
• W2993197237 cites W2499226730 @default.
• W2993197237 cites W2762403641 @default.
• W2993197237 cites W2822752092 @default.
• W2993197237 cites W2884675571 @default.
• W2993197237 cites W4206483080 @default.
• W2993197237 cites W4212780424 @default.
• W2993197237 cites W4214717370 @default.
• W2993197237 cites W4239216443 @default.
• W2993197237 cites W4249718967 @default.
• W2993197237 cites W615510159 @default.
• W2993197237 doi "https://doi.org/10.1007/978-3-030-60990-0_3" @default.
• W2993197237 hasPublicationYear "2021" @default.
• W2993197237 type Work @default.
• W2993197237 sameAs 2993197237 @default.
• W2993197237 citedByCount "10" @default.
• W2993197237 countsByYear W29931972372020 @default.
• W2993197237 countsByYear W29931972372022 @default.
• W2993197237 countsByYear W29931972372023 @default.
• W2993197237 crossrefType "book-chapter" @default.
• W2993197237 hasAuthorship W2993197237A5054833334 @default.
• W2993197237 hasBestOaLocation W29931972372 @default.
• W2993197237 hasConcept C105795698 @default.
• W2993197237 hasConcept C106189395 @default.
• W2993197237 hasConcept C119857082 @default.
• W2993197237 hasConcept C126255220 @default.
• W2993197237 hasConcept C127413603 @default.
• W2993197237 hasConcept C127491075 @default.
• W2993197237 hasConcept C154945302 @default.
• W2993197237 hasConcept C159886148 @default.
• W2993197237 hasConcept C170131372 @default.
• W2993197237 hasConcept C2164484 @default.
• W2993197237 hasConcept C2775922551 @default.
• W2993197237 hasConcept C2775924081 @default.
• W2993197237 hasConcept C33923547 @default.
• W2993197237 hasConcept C41008148 @default.
• W2993197237 hasConcept C76155785 @default.
• W2993197237 hasConcept C78519656 @default.
• W2993197237 hasConcept C91575142 @default.
• W2993197237 hasConcept C97541855 @default.
• W2993197237 hasConcept C98763669 @default.
• W2993197237 hasConceptScore W2993197237C105795698 @default.
• W2993197237 hasConceptScore W2993197237C106189395 @default.
• W2993197237 hasConceptScore W2993197237C119857082 @default.
• W2993197237 hasConceptScore W2993197237C126255220 @default.
• W2993197237 hasConceptScore W2993197237C127413603 @default.
• W2993197237 hasConceptScore W2993197237C127491075 @default.
• W2993197237 hasConceptScore W2993197237C154945302 @default.
• W2993197237 hasConceptScore W2993197237C159886148 @default.
• W2993197237 hasConceptScore W2993197237C170131372 @default.
• W2993197237 hasConceptScore W2993197237C2164484 @default.
• W2993197237 hasConceptScore W2993197237C2775922551 @default.
• W2993197237 hasConceptScore W2993197237C2775924081 @default.
• W2993197237 hasConceptScore W2993197237C33923547 @default.
• W2993197237 hasConceptScore W2993197237C41008148 @default.
• W2993197237 hasConceptScore W2993197237C76155785 @default.
• W2993197237 hasConceptScore W2993197237C78519656 @default.
• W2993197237 hasConceptScore W2993197237C91575142 @default.
• W2993197237 hasConceptScore W2993197237C97541855 @default.
• W2993197237 hasConceptScore W2993197237C98763669 @default.
• W2993197237 hasLocation W29931972371 @default.
• W2993197237 hasLocation W29931972372 @default.
• W2993197237 hasOpenAccess W2993197237 @default.
• W2993197237 hasPrimaryLocation W29931972371 @default.
• W2993197237 hasRelatedWork W2060950178 @default.
• W2993197237 hasRelatedWork W2336173978 @default.
• W2993197237 hasRelatedWork W2358522863 @default.
• W2993197237 hasRelatedWork W278441094 @default.
• W2993197237 hasRelatedWork W2943897807 @default.
• W2993197237 hasRelatedWork W2951975737 @default.
• W2993197237 hasRelatedWork W3099285423 @default.
• W2993197237 hasRelatedWork W3120484221 @default.

• next