FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2963814831> ?p ?o ?g. }

• W2963814831 endingPage "232" @default.
• W2963814831 startingPage "214" @default.
• W2963814831 abstract "Homeostasis is a problem for all living agents. It entails predictively regulating internal states within the bounds compatible with survival in order to maximise fitness. This can be achieved physiologically, through complex hierarchies of autonomic regulation, but it must also be achieved via behavioural control, both reactive and proactive. Here we briefly review some of the major theories of homeostatic control and their historical cognates, addressing how they tackle the optimisation of both physiological and behavioural homeostasis. We start with optimal control approaches, setting up key concepts, exploring their strengths and limitations. We then concentrate on contemporary neurocomputational approaches to homeostatic control. We primarily focus on a branch of reinforcement learning known as homeostatic reinforcement learning (HRL). A central premise of HRL is that reward optimisation is directly coupled to homeostatic control. A central construct in this framework is the drive function which maps from homeostatic state to motivational drive, where reductions in drive are operationally defined as reward values. We explain HRL's main advantages, empirical applications, and conceptual insights. Notably, we show how simple constraints on the drive function can yield a normative account of predictive control, as well as account for phenomena such as satiety, risk aversion, and interactions between competing homeostatic needs. We illustrate how HRL agents can learn to avoid hazardous states without any need to experience them, and how HRL can be applied in clinical domains. Finally, we outline several challenges to HRL, and how survival constraints and active inference models could circumvent these problems." @default.
• W2963814831 created "2019-07-30" @default.
• W2963814831 creator A5057602104 @default.
• W2963814831 creator A5060685958 @default.
• W2963814831 date "2019-12-01" @default.
• W2963814831 modified "2023-10-09" @default.
• W2963814831 title "Neurocomputational theories of homeostatic control" @default.
• W2963814831 cites W1889252793 @default.
• W2963814831 cites W1971715144 @default.
• W2963814831 cites W1982312599 @default.
• W2963814831 cites W1987402084 @default.
• W2963814831 cites W1992285879 @default.
• W2963814831 cites W2008950282 @default.
• W2963814831 cites W2022217182 @default.
• W2963814831 cites W2023546642 @default.
• W2963814831 cites W2056653303 @default.
• W2963814831 cites W2060911425 @default.
• W2963814831 cites W2082018037 @default.
• W2963814831 cites W2083934333 @default.
• W2963814831 cites W2087657646 @default.
• W2963814831 cites W2090964435 @default.
• W2963814831 cites W2091405003 @default.
• W2963814831 cites W2095202635 @default.
• W2963814831 cites W2097552217 @default.
• W2963814831 cites W2106133729 @default.
• W2963814831 cites W2106862702 @default.
• W2963814831 cites W2108867852 @default.
• W2963814831 cites W2117726420 @default.
• W2963814831 cites W2142110758 @default.
• W2963814831 cites W2148764920 @default.
• W2963814831 cites W2151431366 @default.
• W2963814831 cites W2152911335 @default.
• W2963814831 cites W2163617636 @default.
• W2963814831 cites W2550322372 @default.
• W2963814831 cites W2551311960 @default.
• W2963814831 cites W2576060326 @default.
• W2963814831 cites W2751560427 @default.
• W2963814831 cites W2809540950 @default.
• W2963814831 cites W3123340585 @default.
• W2963814831 cites W4242905560 @default.
• W2963814831 doi "https://doi.org/10.1016/j.plrev.2019.07.005" @default.
• W2963814831 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31395433" @default.
• W2963814831 hasPublicationYear "2019" @default.
• W2963814831 type Work @default.
• W2963814831 sameAs 2963814831 @default.
• W2963814831 citedByCount "11" @default.
• W2963814831 countsByYear W29638148312019 @default.
• W2963814831 countsByYear W29638148312020 @default.
• W2963814831 countsByYear W29638148312021 @default.
• W2963814831 countsByYear W29638148312022 @default.
• W2963814831 countsByYear W29638148312023 @default.
• W2963814831 crossrefType "journal-article" @default.
• W2963814831 hasAuthorship W2963814831A5057602104 @default.
• W2963814831 hasAuthorship W2963814831A5060685958 @default.
• W2963814831 hasBestOaLocation W29638148311 @default.
• W2963814831 hasConcept C111472728 @default.
• W2963814831 hasConcept C138885662 @default.
• W2963814831 hasConcept C14036430 @default.
• W2963814831 hasConcept C154945302 @default.
• W2963814831 hasConcept C15744967 @default.
• W2963814831 hasConcept C157541749 @default.
• W2963814831 hasConcept C169760540 @default.
• W2963814831 hasConcept C188147891 @default.
• W2963814831 hasConcept C199360897 @default.
• W2963814831 hasConcept C2775924081 @default.
• W2963814831 hasConcept C2776214188 @default.
• W2963814831 hasConcept C2778023277 @default.
• W2963814831 hasConcept C2780801425 @default.
• W2963814831 hasConcept C41008148 @default.
• W2963814831 hasConcept C44725695 @default.
• W2963814831 hasConcept C78458016 @default.
• W2963814831 hasConcept C86803240 @default.
• W2963814831 hasConcept C97541855 @default.
• W2963814831 hasConceptScore W2963814831C111472728 @default.
• W2963814831 hasConceptScore W2963814831C138885662 @default.
• W2963814831 hasConceptScore W2963814831C14036430 @default.
• W2963814831 hasConceptScore W2963814831C154945302 @default.
• W2963814831 hasConceptScore W2963814831C15744967 @default.
• W2963814831 hasConceptScore W2963814831C157541749 @default.
• W2963814831 hasConceptScore W2963814831C169760540 @default.
• W2963814831 hasConceptScore W2963814831C188147891 @default.
• W2963814831 hasConceptScore W2963814831C199360897 @default.
• W2963814831 hasConceptScore W2963814831C2775924081 @default.
• W2963814831 hasConceptScore W2963814831C2776214188 @default.
• W2963814831 hasConceptScore W2963814831C2778023277 @default.
• W2963814831 hasConceptScore W2963814831C2780801425 @default.
• W2963814831 hasConceptScore W2963814831C41008148 @default.
• W2963814831 hasConceptScore W2963814831C44725695 @default.
• W2963814831 hasConceptScore W2963814831C78458016 @default.
• W2963814831 hasConceptScore W2963814831C86803240 @default.
• W2963814831 hasConceptScore W2963814831C97541855 @default.
• W2963814831 hasFunder F4320320883 @default.
• W2963814831 hasFunder F4320321999 @default.
• W2963814831 hasLocation W29638148311 @default.
• W2963814831 hasLocation W29638148312 @default.
• W2963814831 hasLocation W29638148313 @default.
• W2963814831 hasLocation W29638148314 @default.
• W2963814831 hasLocation W29638148315 @default.

• next