Paper Citation Record · LEDGER

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings

As of 23 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.11324.

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

pith.paper-citation-record.v1
2608.11324 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:17:53.195811Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact4
verified fuzzy3
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ecd4c58-a473-48c5-abda-98fb617cb8cd · outbound

This paper cites Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms , volume =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.069708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38f534cb-f354-42c7-a389-2b1dc202d216 · outbound

This paper cites Quality-Diversity Actor-Critic:Learning High-Performing and Diverse Behaviorsvia Value and Successor Features Critics , abstract =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Quality-Diversity Actor-Critic:Learning High-Performing and Diverse Behaviorsvia Value and Successor Features Critics , abstract =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:54.616983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a80f155a-e88b-41ae-a6ae-988249a031dd · outbound

This paper cites Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.079938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 533e5c65-1805-4f27-b7c1-63db9458cf49 · outbound

This paper cites Evolution-Guided Policy Gradient in Reinforcement Learning , abstract =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Evolution-Guided Policy Gradient in Reinforcement Learning , abstract =

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:54.604490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 76326e0c-8ff6-4b92-a45e-899d7226cd6d · outbound

This paper cites Collaborative Evolutionary Reinforcement Learning , issn =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Collaborative Evolutionary Reinforcement Learning , issn =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:17:54.589586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47c50985-58d2-4d11-867a-521dad15dbb0 · outbound

This paper cites Proceedings of the Genetic and Evolutionary Computation Conference , author =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Proceedings of the Genetic and Evolutionary Computation Conference , author =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.094670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbfd60bc-57bf-47fb-a907-331ffefadc0b · outbound

This paper cites Combining Evolution and Deep Reinforcement Learning for Policy Search: a Survey.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Combining Evolution and Deep Reinforcement Learning for Policy Search: a Survey

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:17:53.286036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 092c1ebf-a25d-487d-89f1-cc0f2abdd090 · outbound

This paper cites Policy gradient assisted.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Policy gradient assisted

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.103384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c15fd06a-4af3-42d1-81bf-10b053fd08b7 · outbound

This paper cites Reinforcement learning for building controls: The opportunities and challenges , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Reinforcement learning for building controls: The opportunities and challenges , volume =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.107347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d1920d-8693-4693-a5e0-dc37047a30d7 · outbound

This paper cites and Nagy, Zoltán , urldate =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings and Nagy, Zoltán , urldate =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.111732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 130ae486-8a90-4673-a797-aba9d5ad567b · outbound

This paper cites Deep Reinforcement Learning for Building.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Deep Reinforcement Learning for Building

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.116226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3abdf979-d73d-4bda-9093-48bd106f594e · outbound

This paper cites Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives , volume =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.120213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df9713d-0a4f-422d-b8e1-79b4cec783b9 · outbound

This paper cites Physics informed neural networks for control oriented thermal modeling of buildings , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Physics informed neural networks for control oriented thermal modeling of buildings , volume =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.123860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ad48fd-daaf-4aa8-aadb-33f34849a01b · outbound

This paper cites Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:17:53.263066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 26e45ca0-d6c0-420d-b876-189a03e9cdbb · outbound

This paper cites Data Center Cooling System Optimization Using Offline Reinforcement Learning.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Data Center Cooling System Optimization Using Offline Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.132505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae197b31-8442-4fcc-aff4-66a13675b7ba · outbound

This paper cites and Helsen, Lieve , urldate =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings and Helsen, Lieve , urldate =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.136786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1f8248-7ecd-4cdd-a486-a946e4891d20 · outbound

This paper cites Model predictive control for optimal dispatch of chillers and thermal energy storage tank in airports , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Model predictive control for optimal dispatch of chillers and thermal energy storage tank in airports , volume =

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T14:17:54.158084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 987e4ec9-2138-4088-98b1-e0f615533e2c · outbound

This paper cites Rule extraction from deep reinforcement learning controller and comparative analysis with.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Rule extraction from deep reinforcement learning controller and comparative analysis with

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T14:17:54.092110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eedde7d6-31ac-4527-9ae9-40836e7bfb88 · outbound

This paper cites Deploying deep reinforcement learning for low-level.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Deploying deep reinforcement learning for low-level

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T14:17:54.009076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 84627ef2-1b8d-4e01-ac16-7a9fa6c6e5a9 · outbound

This paper cites and Liu, Gang and Wang, Zhe , urldate =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings and Liu, Gang and Wang, Zhe , urldate =

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T14:17:53.928452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5f7fb7ab-5e5b-4843-9d99-0cad202f861a · outbound

This paper cites Model Predictive Control for chiller plant energy efficiency: Leveraging multi-horizon forecasting and machine learning-based system models , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Model Predictive Control for chiller plant energy efficiency: Leveraging multi-horizon forecasting and machine learning-based system models , volume =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.158457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 763100c5-730b-436d-b9d3-a536cb8ddcdb · outbound

This paper cites Building optimization testing framework (.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Building optimization testing framework (

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.162329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3488dcbe-249a-4aff-9a82-70d8c9d0b4d0 · outbound

This paper cites Identification of multi-zone grey-box building models for use in model predictive control , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Identification of multi-zone grey-box building models for use in model predictive control , volume =

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-15T14:17:53.735767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 53c126a8-91d5-47bd-a44e-9737fba2c9e2 · outbound

This paper cites Spawn: coupling Modelica Buildings Library and.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Spawn: coupling Modelica Buildings Library and

Reference 24

Resolution: verified exact; raw_fallback, observed 2026-08-15T14:17:53.658094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 89cd6e14-61fd-4261-9db5-47100eebc30c · outbound

This paper cites QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.173978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 518f7c7b-0244-4d81-bfc0-d56b47b4be22 · outbound

This paper cites Data center chiller plant optimization via mixed-integer nonlinear differentiable predictive control , volume =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Data center chiller plant optimization via mixed-integer nonlinear differentiable predictive control , volume =

Reference 26

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T14:17:53.588630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a4d28989-ba7f-4c41-b494-8d3f7e41db0d · outbound

This paper cites doi:10.1080/19401493.2024.2418813 , shorttitle =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings doi:10.1080/19401493.2024.2418813 , shorttitle =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.183522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701d2b87-e965-4848-ae78-af303079207f · outbound

This paper cites Proceedings of the Genetic and Evolutionary Computation Conference , author =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Proceedings of the Genetic and Evolutionary Computation Conference , author =

Reference 28

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T14:17:53.446580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b62fc23-1db1-4b50-817b-2731124cc83b · outbound

This paper cites Fast and stable MAP-Elites in noisy domains using deep grids.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Fast and stable MAP-Elites in noisy domains using deep grids

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:17:53.375253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8a8caf22-016a-4235-a585-a773de6f8a98 · outbound

This paper cites Proceedings of the 2020 Genetic and Evolutionary Computation Conference , author =.

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings Proceedings of the 2020 Genetic and Evolutionary Computation Conference , author =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:53.195811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.