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Paper Citation Record · LEDGER

Pareto Set Learning for Multi-Objective Reinforcement Learning

As of 16 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2501.06773.

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

pith.paper-citation-record.v1
2501.06773 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:56:22.583071Z

measured 57 of 57 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 2026-08-03T03:33:04.174258Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c170187-b999-46ad-845e-004d0d04b3b4 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.354826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.326968Z digest=sha256:d1d84d348d64ad9bac7680ba40a4158384a83978b52bab7ecab1d7fd0cfbbb2a

Observation 7ff44b2f-c219-4b1d-a89d-2630e082a15d · outbound

This paper cites M.; Lenaerts, T.; Nowé, A.; and Steckelmacher, D.

Pareto Set Learning for Multi-Objective Reinforcement Learning M.; Lenaerts, T.; Nowé, A.; and Steckelmacher, D

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:23.340390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.332086Z digest=sha256:95944538766ed106ff4d31f16231c176523d04bf0c982a5f0f23d6fa51884a58

Observation 33a87856-2b12-4f8b-b909-f707518ed391 · outbound

This paper cites Concrete Problems in AI Safety.

Pareto Set Learning for Multi-Objective Reinforcement Learning Concrete Problems in AI Safety

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.338020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.338020Z digest=sha256:a56f6b8eee6c04cc08dc5599d8d2bb46f46d68100aa25b5fccefeef3feda34c2

Observation 62d504c8-1da1-46f4-be6c-eda9ac82361d · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.327313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.343977Z digest=sha256:48440991a2fc4ba3abe1e7be22db37158f527be75448bb6f86f6cc3bcde4b1fa

Observation 6ea8b713-7e80-4e32-9b0e-b2520121b8e9 · outbound

This paper cites B.; and Trabelsi, W.

Pareto Set Learning for Multi-Objective Reinforcement Learning B.; and Trabelsi, W

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:23.316020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.348075Z digest=sha256:08277bb6de8f2d3292d22f373a94e1e7474a744e56a4dba8330481bc0a2a541a

Observation d16c013a-8ee7-4f80-8687-0ea9a50e18a0 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.303942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.352580Z digest=sha256:130a424828f97826932de1a77732d9a9027e419233fc173f29791d5527910af7

Observation 19cb85e8-3796-40cf-97c5-835aa398adbb · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.293371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.357810Z digest=sha256:fb1080234b0b8c7d835ff5f25a04e041f7bfc95a69aed544dfd4a6ce26da629b

Observation 9d7cda0d-7827-4252-b014-b351a4407eeb · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.282429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.361754Z digest=sha256:09b64c281a7faf5167a283ceeaf65ff17d0952c01a60a820b39815c23f4da7e5

Observation 6ee08f2b-168c-4188-9bcf-c861cb722293 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.270836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.366042Z digest=sha256:689cccf3ede76e15c57adf9b57cc12e1c4ef48810c611f981a6c1de8be97b3e5

Observation edef3e22-886d-4adf-ae96-01ff06ed6b75 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.259148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.370196Z digest=sha256:437bd79ce9390fd1d8623ab6ffe02539e3011cca3f639c052829ab1ce4378517

Observation bc5dc1c9-acc0-4adb-b701-1c274a6e91f2 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.246541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.374631Z digest=sha256:4c335ee3bbfa355d2f8bc042256a4da997c15292cdf67dcecffd04c84da5ab5b

Observation 7380fc94-09e5-40d7-82a2-cdc713a6fed3 · outbound

This paper cites D., David; and Le, Q.

Pareto Set Learning for Multi-Objective Reinforcement Learning D., David; and Le, Q

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:23.233904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.378993Z digest=sha256:18f40ed3785535e202f3626564107d9c4e2a25a9dffc5bb29bf1dd6595bfb5bf

Observation 3022d7fd-8e41-4f11-892f-a1a79875f89f · outbound

This paper cites a llstr \.

Pareto Set Learning for Multi-Objective Reinforcement Learning a llstr \

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:23.220556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.383753Z digest=sha256:e189ef0ed767de63234e6d58b522426478648c9ea1b13fb478e3388fc4a0d12a

Observation c9926e23-27b7-4bdb-8f54-a3b7a8318cdd · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.207873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.388550Z digest=sha256:172250ef03aaefa1632101e6a570b5514c90650faf3056f6b8148bf103e34629

Observation 9176d917-9726-4850-a361-fc406ad331c3 · outbound

This paper cites C.; Hern \'a ndez-Garc a, A.; Rector-Brooks, J.; Bengio, Y.; Miret, S.; and Bengio, E.

Pareto Set Learning for Multi-Objective Reinforcement Learning C.; Hern \'a ndez-Garc a, A.; Rector-Brooks, J.; Bengio, Y.; Miret, S.; and Bengio, E

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:23.195108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.393056Z digest=sha256:a6cb6ecd1c55a5b744c86dc50b8e443c42e80aebb6a08ddff0bfa33e975649f3

Observation 28c8428c-1bf2-49a8-9ea9-6e1b9a0185b3 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.180695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.397701Z digest=sha256:c39e914f356f895956db5d16f6ec06eefc94c3b448415971172dbc4cffb545ce

Observation df4872be-37b5-4cbb-a5ab-c90764f9a792 · outbound

This paper cites Controllable Pareto Multi-Task Learning.

Pareto Set Learning for Multi-Objective Reinforcement Learning Controllable Pareto Multi-Task Learning

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.403519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.403519Z digest=sha256:f5325391575a3daebe819787d449689a4a02a0d4d58f548e79aacc2d83043883

Observation b354da66-67a3-4fb3-b844-122ca00f2ae2 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.167123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.408823Z digest=sha256:5a76ca12408218f13c319d01649f7f8d8ccf955419389abff0ac83fc84f9c6b9

Observation d43118bb-064c-4aec-8f8e-efddf4c1228e · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.152233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.414115Z digest=sha256:3eb167ce638bd3968d0dd699a60c240a6e5549dad1e7d96bb3e87b1c756166bb

Observation 14fa8234-63ff-4ea6-8c98-bd47d962499c · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.137696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.419282Z digest=sha256:132b46b8b9d3d68a5343214d98a5053c5297205c3a097c5de0c2cb6c454c83fc

Observation e3f3c858-d53f-46da-93c8-9e3ba1fb4184 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.124247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.424080Z digest=sha256:cddf204d0ee4a06058062645cfb15396f49387e8d7db17ed49b1e3dd13be97e5

Observation b79972ad-0133-4d38-b745-411587a4f213 · outbound

This paper cites A.; Veness, J.; Bellemare, M.

Pareto Set Learning for Multi-Objective Reinforcement Learning A.; Veness, J.; Bellemare, M

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.429737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.429737Z digest=sha256:988e00a736ae3173e24c029419ceb3e6bd3f7011ae5ac5a59dd078fdc8437e1d

Observation c66faaf7-f90c-46f3-b78b-b0ea8c0cffc1 · outbound

This paper cites Multi-Objective Deep Reinforcement Learning.

Pareto Set Learning for Multi-Objective Reinforcement Learning Multi-Objective Deep Reinforcement Learning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.437112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.437112Z digest=sha256:e41d19da1c1e7afd058b0e7461e6109d49ebcad6f4adc0a468ba5713caf490ab

Observation 7a372f2e-cda6-484e-9657-6f839f431bde · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.104299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.441985Z digest=sha256:8f685030483fbfe8eb96a089571a3b7135b78351b500d9ea4e58a629af1b0d83

Observation b4e5b2ac-28b3-4339-af35-0868d89de8ef · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.090260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.448289Z digest=sha256:89f373b572b287ce46499415c0bc39e45909dd10f6f202d29170299931c39144

Observation ab5e0177-8a36-42cc-914c-802c0bcd5f63 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.077882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.453472Z digest=sha256:00c073d331e78af16a56fbe6047e116e0da9a093fbb85fc24e153333f23f8657

Observation 05fa86cc-4a01-454a-8b9f-c5be96053f9c · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.064428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.458259Z digest=sha256:46e0def209aa4f0391ebbfcc87984fe0b0e3897a07521cefa878a807dcf3fcb6

Observation 480d6023-15ec-44ca-805b-6758396b8fb0 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.050415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.462275Z digest=sha256:ae1e50f55586023801a007fe43246c78a1f20bf3d3ea65a0d308fb92b25c0617

Observation 350db008-fcd3-4ad7-806a-6d8cd9103069 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.036031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.466849Z digest=sha256:91c11a9db088ab92f8d697c041cea825d6e21c7b48b920631fbb2cefda8e02f5

Observation 70963422-53d1-4e2c-a16b-5de7560b4493 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.022085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.471185Z digest=sha256:dae3d5082568ee8084a4044c70d58caee0d40cc7474bef91942e3ff10dbaa2a8

Observation 0bc0b0a8-6b40-4d23-b7d3-293dc249039c · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:23.008050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.475224Z digest=sha256:059ae4ca88335ac8e0f34a91cccb0d885214c1bff39df32b36d4f96f90d244f7

Observation 8d5d5800-6aac-4eb0-b685-f0f70288cdbb · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.993540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.480092Z digest=sha256:e55f5cc9d255d4766478b9d140178a43b3e50e4424451be54ab0704c7c1ca377

Observation b23e983d-2c14-4861-be5b-e7ce3f5fc38a · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.973231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.485164Z digest=sha256:eaf250633321d1f53467e4c56a2b331fbf68d8e6281e9c43fffc9b7c931e0884

Observation 2924b5ea-2e77-436d-b194-841e63d5f2ec · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.957815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.490054Z digest=sha256:dca52f657fa1ef8d1f4548d5e858684c4e65a32d1f647e00a90e22e04b5cb5b5

Observation 37ab5a46-f01f-449a-a782-fcafb51a6543 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.941457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.494917Z digest=sha256:64e744f5cb4de9dfca587665b18930244478166706d9883044011276822178e6

Observation 16901793-4cba-4304-a5aa-d97375776a49 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.925661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.499628Z digest=sha256:58efa8f7781c9b50ddde1b19e22cfcd73e40d4fd2b60ec20b151dcb2c1b1a452

Observation ae3a75f7-adda-4160-ac32-11f8f4301239 · outbound

This paper cites M.; Vamplew, P.; Whiteson, S.; and Dazeley, R.

Pareto Set Learning for Multi-Objective Reinforcement Learning M.; Vamplew, P.; Whiteson, S.; and Dazeley, R

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:22.910849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.504331Z digest=sha256:26cb6b1a7905214bfb92eb959187716d03e50adca546e9035f398875efcbfa6b

Observation 471a31a3-8e7c-4afc-a578-63564ccc04de · outbound

This paper cites M.; Whiteson, S.; Oliehoek, F.

Pareto Set Learning for Multi-Objective Reinforcement Learning M.; Whiteson, S.; Oliehoek, F

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:22.889494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.509614Z digest=sha256:bb110003cecbc5dc51d872739ac24f5a67775459fd1587d89b5906cc20b20caf

Observation 11e5cc3c-1411-447c-b9b5-9f0f0204f86a · outbound

This paper cites Proximal Policy Optimization Algorithms.

Pareto Set Learning for Multi-Objective Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.514566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.514566Z digest=sha256:e6fc8cfee6176ebe077016541005c5abdc309947e5e1a7ff8181dc2c5fe32db0

Observation 0aa71e82-e237-4ef2-83a4-586fc204337c · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.871780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.519758Z digest=sha256:bc985956b26dddee5b8538b238119a83113487e7cf21f85137c8fdf2cc902e2b

Observation 724fd147-30d9-456a-aef1-ecd48ac9883f · outbound

This paper cites S.; and Barto, A.

Pareto Set Learning for Multi-Objective Reinforcement Learning S.; and Barto, A

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.524494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.524494Z digest=sha256:13f83d981cb1fc1720c255feae112576cff32a8c70be9724045f03c4445b456f

Observation 9d51b1fe-1337-4aec-93b9-b9b8d61af862 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.848924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.528553Z digest=sha256:42943a7bceb47e865f33e1ae43bfb70cc12846ef127a648aff00d7efe8594dca

Observation ce055aa4-3249-46d1-ba8f-580aef6ae9da · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.834108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.532300Z digest=sha256:fe34129bb4a2eca11ba1747faccef055660920bc0f910eb670e8fe41ea76c3fa

Observation 11317c4a-e6ec-4185-a373-9afc71d00de7 · outbound

This paper cites M.; and Now \'e , A.

Pareto Set Learning for Multi-Objective Reinforcement Learning M.; and Now \'e , A

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:22.820911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.536550Z digest=sha256:f0f2d5858a927608fd8def3a5221ab9f7d6266375eb1e30bd0fdb3d8c3efaf32

Observation c4775e14-139c-4eda-912c-1eb8ee634b8b · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.808218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.540262Z digest=sha256:28fc6ad266850beb52926ded6e294a80bc7fd8e4e4c3e4bafc23deb5c8ca55c1

Observation 0f17b2dd-e990-4432-9873-bb4fb5e4f748 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.795627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.543930Z digest=sha256:0f3b2cd37f6287a721d52dd39a9518097f8a157a3c9b2cef60f3e76c70612a15

Observation e5383555-d1a8-4477-8426-39e2ff0158f0 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.783749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.547644Z digest=sha256:0e74e40968ffb15142676c57366f490893d5ce18b4bd2af6997346dd49bd98d0

Observation 11f861da-ce93-4143-a476-b540334d345a · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.770996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.551600Z digest=sha256:4f6bce6b055e89d61abe686e72a504cc34fcf95b14d4b136f2450ed20b4651cf

Observation df93b411-e0be-4c24-95a7-f40d8e22f533 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.757553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.555577Z digest=sha256:5f7c3641cc96af3aae6cf68ac5ea7cefd0fe2c25027bc6397b2c909da54fa818

Observation 16e0332a-2eda-47ea-8c4a-0a45cf887451 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.743702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.559362Z digest=sha256:1ae8e44eb3c9b28dd9ecf68daaf7361390990f840d91d171af59e591a5e218c4

Observation f5cb6212-eaee-4c09-bf20-cbfd9350456f · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.730426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.563333Z digest=sha256:a4f1ad5749c48eb3391e852526b893ac2c73e959ad2fdd2a807c989d24752030

Observation 8612f961-eaaa-43a2-9d06-619d53f4f4f3 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.716566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.567333Z digest=sha256:6195b1a1b58ebbc24174e80a60e38f5ee69ec77e1de20d3460292ca09b57a85d

Observation fa5798c9-46a2-4308-b136-757f41644d51 · outbound

This paper cites T.; and Gibson, B.

Pareto Set Learning for Multi-Objective Reinforcement Learning T.; and Gibson, B

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:56:22.702783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.571092Z digest=sha256:b711c5555a37babea259d5d1fd44dd6faf63f01231dfffe2121eb3b3e606b772

Observation 159e19f0-055d-4ad9-a39f-41b67f46cd61 · outbound

This paper cites an unresolved cited work.

Pareto Set Learning for Multi-Objective Reinforcement Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:56:22.688438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T20:56:22.574980Z digest=sha256:5d0342a06bebc40b5f6ffee443560aaa1dbca0e43cf020a8ea201a2952506646

Observation e6ca8ae4-daa3-412e-a300-c86e84bb85e0 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Pareto Set Learning for Multi-Objective Reinforcement Learning , " * write output.state after.block = add.period write newline

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.578935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.578935Z digest=sha256:dc1601518c92e82ccb269a468ab32478e2e634601589300aeceb4934e185e577

Observation 4e2bd006-89e8-4a39-b15b-d6b87247bb17 · outbound

This paper cites write newline.

Pareto Set Learning for Multi-Objective Reinforcement Learning write newline

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T20:56:22.583071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:56:22.583071Z digest=sha256:02297a01fae234d978d8bb8860149ed1f5e515b6a6fcb9a22726d0cabafee37f

Pith citing papers

Observation d017fcf7-0138-492d-9d84-c2e46d78296a · inbound

Preference Conditioned Multi-Objective Reinforcement Learning: Decomposed, Diversity-Driven Policy Optimization cites this paper.

Preference Conditioned Multi-Objective Reinforcement Learning: Decomposed, Diversity-Driven Policy Optimization Pareto Set Learning for Multi-Objective Reinforcement Learning

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T03:33:04.174258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:33:04.174258Z digest=sha256:f6ec96fb9df14347e710601383444f0e1f3ff79f79147ba2ebd28b0fd76a640a