FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199636044> ?p ?o ?g. }

• W3199636044 endingPage "205" @default.
• W3199636044 startingPage "179" @default.
• W3199636044 abstract "Classical building control systems are becoming vulnerable with increasing complexities in contemporary built environments and energy systems. Due to this, the reinforcement learning (RL) method is becoming more distinctive and applicable in control networks for buildings. This chapter, therefore, conducts a comprehensive review of RL techniques applied in control systems for occupant comfort in indoor built environments. The empirical applications of RL-based control systems are presented, depending on comfort objectives (thermal comfort, indoor air quality, and lighting) along with other objectives which invariably includes energy consumption. The class of RL algorithms and implementation details regarding how the value functions have been represented and how the policies are improved are also illustrated. This chapter shows there are limited works for which RL has been explored for controlling occupant comfort, especially in indoor air quality and lighting. Relatively few of the reviewed works incorporate occupancy patterns and/or occupant feedback into the control loop. Moreover, this chapter identifies a gap with regard to the performance of implementing cooperative multiagent RL (MARL). Based on our findings, current challenges and further opportunities are discussed. We expect to clarify the feasible theory and functions of RL for building control systems, which would promote their widespread application in built environments." @default.
• W3199636044 created "2021-09-27" @default.
• W3199636044 creator A5070378980 @default.
• W3199636044 creator A5075231271 @default.
• W3199636044 creator A5079720987 @default.
• W3199636044 date "2021-01-01" @default.
• W3199636044 modified "2023-10-17" @default.
• W3199636044 title "Reinforcement Learning Methodologies for Controlling Occupant Comfort in Buildings" @default.
• W3199636044 cites W1209078686 @default.
• W3199636044 cites W1537738310 @default.
• W3199636044 cites W1542941925 @default.
• W3199636044 cites W1667199472 @default.
• W3199636044 cites W1839500782 @default.
• W3199636044 cites W1874562109 @default.
• W3199636044 cites W1955461630 @default.
• W3199636044 cites W1972435170 @default.
• W3199636044 cites W1986570820 @default.
• W3199636044 cites W1995185385 @default.
• W3199636044 cites W1996261359 @default.
• W3199636044 cites W2014217660 @default.
• W3199636044 cites W2018851888 @default.
• W3199636044 cites W2033297504 @default.
• W3199636044 cites W2040306558 @default.
• W3199636044 cites W2041243828 @default.
• W3199636044 cites W2043871169 @default.
• W3199636044 cites W2044172193 @default.
• W3199636044 cites W2046376809 @default.
• W3199636044 cites W2054888449 @default.
• W3199636044 cites W206679605 @default.
• W3199636044 cites W2076337359 @default.
• W3199636044 cites W2086472820 @default.
• W3199636044 cites W2095065837 @default.
• W3199636044 cites W2104026456 @default.
• W3199636044 cites W2107726111 @default.
• W3199636044 cites W2118591196 @default.
• W3199636044 cites W2121409307 @default.
• W3199636044 cites W2131349240 @default.
• W3199636044 cites W2134642574 @default.
• W3199636044 cites W2134882417 @default.
• W3199636044 cites W2145339207 @default.
• W3199636044 cites W2150658535 @default.
• W3199636044 cites W2159076677 @default.
• W3199636044 cites W2187763590 @default.
• W3199636044 cites W2198041288 @default.
• W3199636044 cites W2257979135 @default.
• W3199636044 cites W2292363047 @default.
• W3199636044 cites W2345224123 @default.
• W3199636044 cites W2400109896 @default.
• W3199636044 cites W2570393201 @default.
• W3199636044 cites W2589834876 @default.
• W3199636044 cites W2611860659 @default.
• W3199636044 cites W2612075535 @default.
• W3199636044 cites W2619449025 @default.
• W3199636044 cites W2625874945 @default.
• W3199636044 cites W2747014259 @default.
• W3199636044 cites W2748041936 @default.
• W3199636044 cites W2755412030 @default.
• W3199636044 cites W2759231677 @default.
• W3199636044 cites W2763745903 @default.
• W3199636044 cites W2764205829 @default.
• W3199636044 cites W2766203946 @default.
• W3199636044 cites W2766447205 @default.
• W3199636044 cites W2780282308 @default.
• W3199636044 cites W2795237036 @default.
• W3199636044 cites W2800529031 @default.
• W3199636044 cites W2828170304 @default.
• W3199636044 cites W2895612645 @default.
• W3199636044 cites W2896270480 @default.
• W3199636044 cites W2900981450 @default.
• W3199636044 cites W2901645090 @default.
• W3199636044 cites W2902257695 @default.
• W3199636044 cites W2921349661 @default.
• W3199636044 cites W4233776596 @default.
• W3199636044 cites W801405346 @default.
• W3199636044 doi "https://doi.org/10.1007/978-981-16-2778-1_9" @default.
• W3199636044 hasPublicationYear "2021" @default.
• W3199636044 type Work @default.
• W3199636044 sameAs 3199636044 @default.
• W3199636044 citedByCount "1" @default.
• W3199636044 countsByYear W31996360442023 @default.
• W3199636044 crossrefType "book-chapter" @default.
• W3199636044 hasAuthorship W3199636044A5070378980 @default.
• W3199636044 hasAuthorship W3199636044A5075231271 @default.
• W3199636044 hasAuthorship W3199636044A5079720987 @default.
• W3199636044 hasConcept C127413603 @default.
• W3199636044 hasConcept C154945302 @default.
• W3199636044 hasConcept C170154142 @default.
• W3199636044 hasConcept C41008148 @default.
• W3199636044 hasConcept C66938386 @default.
• W3199636044 hasConcept C67203356 @default.
• W3199636044 hasConcept C97541855 @default.
• W3199636044 hasConceptScore W3199636044C127413603 @default.
• W3199636044 hasConceptScore W3199636044C154945302 @default.
• W3199636044 hasConceptScore W3199636044C170154142 @default.
• W3199636044 hasConceptScore W3199636044C41008148 @default.
• W3199636044 hasConceptScore W3199636044C66938386 @default.
• W3199636044 hasConceptScore W3199636044C67203356 @default.
• W3199636044 hasConceptScore W3199636044C97541855 @default.

• next