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Paper Citation Record · LEDGER

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC

As of 15 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 1 inbound Pith citation observation for arXiv:2510.01475.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2510.01475 v2

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:56:20.518769Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:16:20.507303Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T07:15:58.337535Z

Reference resolution

69 of 69 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved67
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c8e936a-1be6-4b22-b901-d1d5f5f68336 · outbound

This paper cites an unresolved cited work.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 1

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Observation eaed7a5a-85be-46ae-8b1f-d89d8d8a5568 · outbound

This paper cites Bengea, A.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Bengea, A

Reference 2

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source=pdf_text observed=2026-08-04T12:56:11.545714Z digest=sha256:e946cfff5b93bafd76d32c5f87442e8465ee8e7b1286900cc4a1c1cefb0dc39f

Observation 2c39e159-0762-47c6-b33a-2d973228ae0b · outbound

This paper cites Finck, R.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Finck, R

Reference 3

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Observation 4a33fda9-4910-4911-98dc-29093397d8ff · outbound

This paper cites Bünning, B.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Bünning, B

Reference 4

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source=pdf_text observed=2026-08-04T12:56:11.825133Z digest=sha256:ac7be0c7cbadb507053dc14cb0d3c5c87bc2b69c9e750ba5e912f5fdfafca14a

Observation 3e06d82d-4467-473f-882a-57112441c6a2 · outbound

This paper cites Brown, I.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Brown, I

Reference 5

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Observation cf6256b0-33f4-47f0-add7-14e2589caa87 · outbound

This paper cites Thorsteinsson, A.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Thorsteinsson, A

Reference 6

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Observation 744e4259-548b-4e2c-af87-1a7f694aa136 · outbound

This paper cites Drgoňa, J.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Drgoňa, J

Reference 8

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Observation 2f33b340-8693-4798-ac2a-86f0f4087532 · outbound

This paper cites Killian, M.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Killian, M

Reference 9

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Observation ab8aaca0-b2b5-467c-bb8c-67ceffc8d661 · outbound

This paper cites Chinde, Y.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Chinde, Y

Reference 10

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Observation 91dea712-8a2e-402a-8b50-441fefaf34a1 · outbound

This paper cites Drgoňa, K.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Drgoňa, K

Reference 11

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Observation be253bea-b859-4d7b-bce4-7ca3f230be4e · outbound

This paper cites an unresolved cited work.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 12

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Observation 3119fbbb-710e-4369-a4ca-e4fe42b65afa · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 13

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Observation 5bb2907b-962f-4ca0-9e42-d3d43dec9e29 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 14

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Observation 26a84a5e-7eb0-436f-a4be-19d0cfe391ea · outbound

This paper cites Dulac-Arnold, N.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Dulac-Arnold, N

Reference 15

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Observation 8275aa84-145c-41d5-b159-05faa0d7ffde · outbound

This paper cites Leurs, B.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Leurs, B

Reference 16

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Observation c8770aed-b9c8-40dc-a703-c67e74765c94 · outbound

This paper cites Kurte, J.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Kurte, J

Reference 17

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Observation 11ff0a4b-1b26-4108-8509-40f988a3351e · outbound

This paper cites Svetozarevic, C.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Svetozarevic, C

Reference 18

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Observation e22a9fa4-3796-4d65-b8b9-07a576596259 · outbound

This paper cites Montazeri, C.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Montazeri, C

Reference 19

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Observation 5d7679d7-d4b0-43a1-986f-2f5afa990cff · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 20

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Observation 7962bb5c-bbab-4047-91ed-7be4c2b840a9 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 21

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Observation 6631fda0-b269-4683-828f-6f91c9d8bb25 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 701fc94f-e53c-4c28-a07c-6361fed41c68 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 218cd4b9-f972-450d-b64e-d433092e9b00 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 24

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Observation e5b79e39-33f1-4138-97aa-4c4d6634727b · outbound

This paper cites Lymperopoulos, P.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Lymperopoulos, P

Reference 25

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Observation aab9c65b-3ee7-438f-8ac7-dcbd634937b6 · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

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Observation e8446941-b24f-4581-ad89-6a5e2d9c45eb · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation f14ba1b3-a598-44e9-b777-2b0df69a514a · outbound

This paper cites Nakamoto, S.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Nakamoto, S

Reference 28

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Observation 38cac73e-4579-4a0a-b510-ff1ebfef4d53 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 52afecd6-cab4-43d4-aedb-943d013dfe04 · outbound

This paper cites Zhang, A.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Zhang, A

Reference 30

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Observation 31604ecc-8639-402d-b573-436d1b9b7c07 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation d8dac10c-d88e-42ff-8cb0-7e7281350520 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation f9d8ba55-3ad0-4698-8d0c-27b24d14276c · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 5384795b-eaa4-402a-90f6-7d285d86b750 · outbound

This paper cites Zhang, S.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Zhang, S

Reference 34

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Observation b889e7da-422a-4a39-8173-fdd16ad80269 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 92807492-ba1c-44b3-b359-b0d7dc92cd05 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 598a6e5e-14db-410b-b34b-3b2840fee168 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation c1c4c28b-ec7c-4287-aa4e-b82a0d628447 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 6b4edd28-758f-4923-b446-4627ee77a0ab · outbound

This paper cites Zhang, A.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Zhang, A

Reference 40

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Observation 850ef226-35cc-4d0c-acd0-1282a495bd43 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 466c5829-e978-4344-a999-f0a985d3ae8a · outbound

This paper cites Controlling Commercial Cooling Systems Using Reinforcement Learning.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Controlling Commercial Cooling Systems Using Reinforcement Learning

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Observation 9cf82af8-2cba-4c89-b24e-7bfc8340d4bf · outbound

This paper cites Silvestri, D.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Silvestri, D

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Observation 4582329d-2bcd-4840-8d26-8048d93126d3 · outbound

This paper cites Kouvaritakis, M.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Kouvaritakis, M

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Observation a7be0b71-3a75-4436-81bb-2fe18b3da42c · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 45

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Observation d60d4473-ff56-457f-b126-d368bce3b233 · outbound

This paper cites Afram, F.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Afram, F

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Observation 4b5ca799-0330-4ed2-8852-ace688f1dfc2 · outbound

This paper cites Lindelöf, H.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Lindelöf, H

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Observation acece54f-3cf1-4822-a1dd-ae68a09a7f62 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 48

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Observation 736a8039-d3d9-4707-bf92-348deaa2fbd4 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 49

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Observation 0ebe0f36-400f-46df-b9c1-c9631e17ff39 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 50

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Observation 4ebf96d7-5480-4212-8d92-11bcfb4e2872 · outbound

This paper cites Sturzenegger, D.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Sturzenegger, D

Reference 51

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Observation 5fd6b370-a7c9-425e-89c0-caa83d3535ba · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 52

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Observation ce0cfcd3-e538-4fc0-b8c9-efb2d0e6b38a · outbound

This paper cites Maasoumy, C.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Maasoumy, C

Reference 53

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Observation 9bf7dda2-5fda-49fb-8826-d627b27a65ed · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation f03c4e74-a417-4984-b739-b586e3883f66 · outbound

This paper cites Arroyo, F.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Arroyo, F

Reference 55

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Observation d6cd11e8-2236-4687-a56e-fbac733e1816 · outbound

This paper cites Stoffel, L.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Stoffel, L

Reference 56

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Observation 02cbb2f3-09b4-4a8f-8905-914ae464f929 · outbound

This paper cites Tassa, T.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Tassa, T

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Observation 0f3ed522-199e-4a26-8eee-e8465a08e0b5 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 58

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation eb508764-378e-4a2a-9f2e-ffa817cdcdc1 · outbound

This paper cites Ghiaus, Experimental estimation of build- ing energy performance by robust regression, Energy and buildings 38 (6) (2006) 582–587.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Ghiaus, Experimental estimation of build- ing energy performance by robust regression, Energy and buildings 38 (6) (2006) 582–587

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Observation ca1dcd9f-f06e-4f1b-b46c-62fb4166e69d · outbound

This paper cites Hammarsten, A critical appraisal of energy- signature models, Applied Energy 26 (2) (1987) 97–110.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Hammarsten, A critical appraisal of energy- signature models, Applied Energy 26 (2) (1987) 97–110

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Observation 6afafb98-ffc5-4a18-8f80-d2e7045b51ae · outbound

This paper cites Enescu, A review of thermal comfort mod- els and indicators for indoor environments, Re- newable and Sustainable Energy Reviews 79 (2017) 1353–1379.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Enescu, A review of thermal comfort mod- els and indicators for indoor environments, Re- newable and Sustainable Energy Reviews 79 (2017) 1353–1379

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Observation d7092760-ee59-433c-b01d-e6d2a943b445 · outbound

This paper cites Arendt, M.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Arendt, M

Reference 63

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Observation 7ffc4a01-40e5-4b2e-987c-039806744e23 · outbound

This paper cites Vallianos, J.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Vallianos, J

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Observation 946dd6eb-4089-400c-bfb3-84f9afbd2353 · outbound

This paper cites Arroyo, C.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Arroyo, C

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Observation 2fc04e64-84e4-4e65-8273-c0ceadcbb284 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Observation 34f0e592-7c9c-4ab3-a0a8-237eb124c641 · outbound

This paper cites De Coninck, F.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC De Coninck, F

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Observation 96443801-d5e2-4375-999b-95f57a6dbd64 · outbound

This paper cites Drgona, A.

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Drgona, A

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Observation 67271d5f-b3d8-4b81-b945-cbc942f48e30 · outbound

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

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Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC Unresolved cited work

Reference 2021

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Pith citing papers

Observation 6555335e-90d2-4f1b-9f8c-50fe2737727c · inbound

IOGRUCloud: A Scalable AI-Driven IoT Platform for Climate Control in Controlled Environment Agriculture cites this paper.

IOGRUCloud: A Scalable AI-Driven IoT Platform for Climate Control in Controlled Environment Agriculture Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC

Reference 19

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