Paper Citation Record · LEDGER

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints

As of 21 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2501.12542.

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

pith.paper-citation-record.v1
2501.12542 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:12:03.553922Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:26:58.547647Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T11:26:58.869378Z

Reference resolution

28 of 28 outbound references displayed

verified exact5
verified fuzzy10
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0ada741-04fb-4458-9eed-04fbbdb338dc · outbound

This paper cites Automatic design method of building pipeline layout based on deep reinforcement learning.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Automatic design method of building pipeline layout based on deep reinforcement learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.205009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 935bffcc-0431-4b12-a6f9-1f5734e5d8b5 · outbound

This paper cites Grandmaster level in starcraft ii using multi-agent reinforcement learning.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Grandmaster level in starcraft ii using multi-agent reinforcement learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.191426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b80314be-4481-414c-a85e-7cfdb968fcb9 · outbound

This paper cites Mastering complex control in moba games with deep reinforcement learning.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Mastering complex control in moba games with deep reinforcement learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.442449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fbc68f6-83d4-48eb-9645-82b94201595e · outbound

This paper cites A closer look at invalid action masking in policy gradient algorithms.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints A closer look at invalid action masking in policy gradient algorithms

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.447300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb6794ed-e72f-4fb9-af55-a58b1044981a · outbound

This paper cites Guided open vocabulary image captioning with constrained beam search.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Guided open vocabulary image captioning with constrained beam search

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.452642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 019db950-9951-4916-a59a-cf2cd654892f · outbound

This paper cites Lexically constrained decoding for sequence generation using grid beam search.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Lexically constrained decoding for sequence generation using grid beam search

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.457234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d0da1a-fa71-4a8b-8669-01fddd04c8bb · outbound

This paper cites fairseq: A fast, extensible toolkit for sequence modeling.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints fairseq: A fast, extensible toolkit for sequence modeling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.461422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81226d49-c8b5-4d37-8161-6c307c5f0211 · outbound

This paper cites Transformers: State-of-the-art natural language processing.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Transformers: State-of-the-art natural language processing

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.465584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe8cc84-42ee-4e62-854e-ad8313b49b32 · outbound

This paper cites Implementing action mask in proximal policy optimization (ppo) algorithm.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Implementing action mask in proximal policy optimization (ppo) algorithm

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.169435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e41badf-4ceb-4f2a-bfd9-e069c48d8b64 · outbound

This paper cites Stable-baselines3: Reliable reinforcement learning implementations.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Stable-baselines3: Reliable reinforcement learning implementations

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.156951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 01ed0957-ae8f-4fbc-a96d-0beef95626ba · outbound

This paper cites Proximal policy optimization algorithms.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Proximal policy optimization algorithms

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.143605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 77290c80-3a01-4579-810d-cf9fd97b3b9f · outbound

This paper cites Simulation-guided beam search for neural combinatorial optimization.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Simulation-guided beam search for neural combinatorial optimization

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.129954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b26dd699-d00c-465a-96ae-f5d8f44d3c6c · outbound

This paper cites Fast lexically constrained decoding with dynamic beam allocation for neural machine translation.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Fast lexically constrained decoding with dynamic beam allocation for neural machine translation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.486405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f06ac909-87b1-4db8-8a32-a428f85be7b3 · outbound

This paper cites Edward Hu, Huda Khayrallah, Ryan Culkin, Patrick Xia, Tongfei Chen, Matt Post, and Benjamin Van Durme.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Edward Hu, Huda Khayrallah, Ryan Culkin, Patrick Xia, Tongfei Chen, Matt Post, and Benjamin Van Durme

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.491135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a80ad858-421b-4f7f-afa0-4c7831f9d582 · outbound

This paper cites Seyed-Yagoobi, D.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Seyed-Yagoobi, D

Reference 15

Resolution: verified exact; doi, observed 2026-08-10T17:12:03.649315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1fd16f0f-6649-46e0-996d-8633e55419f5 · outbound

This paper cites Heating/drying of paper sheet with gas-fired infrared emitters—pilot machine trials.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Heating/drying of paper sheet with gas-fired infrared emitters—pilot machine trials

Reference 16

Resolution: verified exact; doi, observed 2026-08-10T17:12:03.634582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8fc903e4-79c5-4640-9cea-2e77f5fbabf2 · outbound

This paper cites Seyed-Yagoobi and A.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Seyed-Yagoobi and A

Reference 17

Resolution: verified exact; doi, observed 2026-08-10T17:12:03.619715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dad62f92-2ff3-42fa-a41b-66057569dfb4 · outbound

This paper cites Biermann's handbook of pulp and paper.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Biermann's handbook of pulp and paper

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.106610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6a835f12-c1d3-4c98-b2cf-1a4c096c3d75 · outbound

This paper cites Openai gym.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Openai gym

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.093407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b223200-b550-4c33-b9df-b85ed49c9be4 · outbound

This paper cites Terry, Ariel Kwiatkowski, John U.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Terry, Ariel Kwiatkowski, John U

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.517417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d658e7-132f-4de3-bd0f-5ded88389ace · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-10T17:12:03.605135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation addd9d98-03e9-43fc-9605-24ebcfbe6b1e · outbound

This paper cites Fundamental and applied studies in modular and system-level novel drying technologies.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Fundamental and applied studies in modular and system-level novel drying technologies

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.080637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e364e81e-2cf0-4fec-be59-ee394572e7cc · outbound

This paper cites Enhancement of drying rate of moist porous media with dielectrophoresis mechanism.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Enhancement of drying rate of moist porous media with dielectrophoresis mechanism

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.531143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c01a3bd-7481-4420-a413-4ba3818de7de · outbound

This paper cites Forming handsheets for physical tests of pulp, test method tappi/ansi t 205 sp-24.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Forming handsheets for physical tests of pulp, test method tappi/ansi t 205 sp-24

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:12:04.066625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 06499cf9-5b46-4de3-a2a0-58ba00347f62 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:12:04.051884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 682e15cd-6bd1-461c-b152-487f1f663387 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.544580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313a5473-2fe9-4296-9123-6c028272f246 · outbound

This paper cites Pymoo: Multi-objective optimization in python.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Pymoo: Multi-objective optimization in python

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T17:12:03.549699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 639f4863-c142-4397-bacc-cebb32bc8c45 · outbound

This paper cites Generation and use of thermal energy in the U.S.

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints Generation and use of thermal energy in the U.S

Reference 28

Resolution: verified exact; doi, observed 2026-08-10T17:12:03.590225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation f6841acf-ddc3-43ee-9ce6-8060db51c8cf · inbound

Multi-Modal Fusion of In-Situ Video Data and Process Parameters for Online Forecasting of Cookie Drying Readiness cites this paper.

Multi-Modal Fusion of In-Situ Video Data and Process Parameters for Online Forecasting of Cookie Drying Readiness Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:26:58.878537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.