Paper Citation Record · LEDGER

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2506.06291.

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

pith.paper-citation-record.v1
2506.06291 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:52:31.735784Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

22 of 22 outbound references displayed

verified exact1
verified fuzzy17
unresolved4
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9bdb3a14-2caf-4072-a8f7-034d817292c6 · outbound

This paper cites Expert MILP solvers generate high-quality solutions for 200 environment instances focused on scenarios with 10 agents and 20 tasks.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Expert MILP solvers generate high-quality solutions for 200 environment instances focused on scenarios with 10 agents and 20 tasks

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.295466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a71a8460-215c-45b3-9431-0546f328a5e7 · outbound

This paper cites The model gen- erates task assignments, which are refined by the solver and used to update the GNN via reward-driven learning.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks The model gen- erates task assignments, which are refined by the solver and used to update the GNN via reward-driven learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.277255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 381d3fa4-06d8-4d41-b7d7-b67c4cbe8f32 · outbound

This paper cites Persistent UA V deliv- ery logistics: MILP formulation and efficient heuristic,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Persistent UA V deliv- ery logistics: MILP formulation and efficient heuristic,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.259621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6ef5eee7-da14-4d7f-885b-b7f7d660a3f1 · outbound

This paper cites Optimization of tower crane and material supply locations in a high- rise building site by mixed-integer linear program- ming,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Optimization of tower crane and material supply locations in a high- rise building site by mixed-integer linear program- ming,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.242080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0db63424-406d-4ed6-a861-076c2698dc87 · outbound

This paper cites Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation,

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-15T20:52:31.974325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 578ecb13-ab28-44fa-83f8-dd8b312a2363 · outbound

This paper cites Planning and scheduling under uncertainty: a re- view across multiple sectors,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Planning and scheduling under uncertainty: a re- view across multiple sectors,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.223945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9eb59f4c-e18b-4fa9-aa52-9cd2ec3cada8 · outbound

This paper cites Fast scheduling of robot teams performing tasks with temporospatial constraints,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Fast scheduling of robot teams performing tasks with temporospatial constraints,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.206177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation df5e17d5-df7f-4f2f-8248-1c80b3cd24dc · outbound

This paper cites Learning scheduling policies for multi-robot coordination with graph atten- tion networks,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Learning scheduling policies for multi-robot coordination with graph atten- tion networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.187724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 85f777f0-c247-4fd8-b470-a4f1b45c18a3 · outbound

This paper cites Human-Robot Teaming: Grand Challenges,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Human-Robot Teaming: Grand Challenges,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.170306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4e26a1aa-89b0-459a-8acd-154c79347740 · outbound

This paper cites Reoptimization techniques for mip solvers,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Reoptimization techniques for mip solvers,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.114743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 97279b96-8869-4004-9f6f-db97778d0d0c · outbound

This paper cites Warm-starting constraint generation for mixed- integer optimization: A machine learning approach,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Warm-starting constraint generation for mixed- integer optimization: A machine learning approach,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.132982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cab46428-67fe-4f35-8976-25536fc8a776 · outbound

This paper cites Faster model predictive control via self-supervised initialization learning,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Faster model predictive control via self-supervised initialization learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:31.680624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 307ad200-3d5a-42ed-a966-69afe63c81cd · outbound

This paper cites Contrastive predict-and-search for mixed integer linear programs,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Contrastive predict-and-search for mixed integer linear programs,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.056187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 39749d31-6d6b-4567-88cc-42171842b750 · outbound

This paper cites Duality and warm starting in integer programming,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Duality and warm starting in integer programming,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.096535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53021c7e-e082-4561-b7d0-68bb249d6c88 · outbound

This paper cites Learn- ing primal heuristics for mixed integer programs,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Learn- ing primal heuristics for mixed integer programs,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.076613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7182e2dd-4e96-4afb-b1f0-56102b502696 · outbound

This paper cites Rapidly exploring random graphs: mo- tion planning of multiple mobile robots,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Rapidly exploring random graphs: mo- tion planning of multiple mobile robots,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.035806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dda27855-da23-43e9-a298-53840ae56ad7 · outbound

This paper cites Reinforcement and Imitation Learning for Diverse Visuomotor Skills.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Reinforcement and Imitation Learning for Diverse Visuomotor Skills

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:31.708182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9595429-385a-40bd-b35b-68ae1d7dd5b2 · outbound

This paper cites Solving Mixed Integer Programs Using Neural Networks.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Solving Mixed Integer Programs Using Neural Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:31.713800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d827501b-a0fe-48b6-b5b8-7de3a6b9ea3e · outbound

This paper cites Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:31.735784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d8056f8-5054-4380-b453-0707bcf2695d · outbound

This paper cites A method for per- formance analysis of earliest-deadline-first scheduling policy,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks A method for per- formance analysis of earliest-deadline-first scheduling policy,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.015513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 911c4344-8fe0-4a14-83e0-f9b0db60eac0 · outbound

This paper cites Monte carlo tree search for multi-robot task allocation,.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Monte carlo tree search for multi-robot task allocation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:31.995918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 496be3ee-1b1f-41e4-89ad-aaa2eaedac54 · outbound

This paper cites Available: https://link.springer.com/10.

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks Available: https://link.springer.com/10

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:52:32.152431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.