Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T10:26:10.871418Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2510.10057.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T10:26:10.871418Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 473f5ef6-9287-48a0-99a8-7758f559617c · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem , " * write output.state after.block = add.period write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eaa3570-b501-45b3-a72c-082d6862a80f · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcec7bcd-f6bd-444b-a4e5-d1d03c68c2ac · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Neural Combinatorial Optimization with Reinforcement Learning
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 075e5f93-473f-44f4-bdbd-a330b4a3cca2 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e6e9e80-1f4c-4f05-a811-5623ad9d4d27 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem G.; Perboli, G.; and Tadei, R
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00c10e80-e730-4556-96db-1f93ae8d6229 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem G.; Perboli, G.; and Tadei, R
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a5197af-1ca4-48e6-ae12-1b744be77265 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 534c4752-5052-4340-b980-1cb9dbe2620f · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem P.; and Sokolov, B
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfdd8104-d2a6-4c06-8a30-a94bf746a613 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem A Multi-task Selected Learning Approach for Solving 3D Flexible Bin Packing Problem
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cac882cb-4ac8-4ffa-990d-b4ce3e0f936f · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e6e2701-a787-4fae-b631-7d45b731f08b · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem J.; Paterson, M
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c70e35e8-7632-4f7c-b9a6-51e6065a1bb7 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 584f3a6a-797d-47e4-b642-26054e42c0c0 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a197390a-86e1-4273-8415-44194a660534 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf1eea10-f0c9-4b87-912c-719a68c38cd4 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dd9181b-0037-4877-a7a2-49c6c5d4782c · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d337ba9b-4e71-4a6c-9bfe-314a03c427d2 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbd682a8-9a85-4b5e-b48a-6668e15d4659 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b41618a-ff8e-423b-9f75-8262ba8307f3 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d129e06f-5734-4e56-9a5d-750df6fe6a66 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2442e345-8c24-4d80-b58d-6f7c2b6438d1 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6546dee6-3c25-4d40-8905-0a5fd6154381 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6e5cd0a-e557-47b8-8c19-800882a149d6 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a70dfea-9dd2-4011-8888-38ca963e9c65 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dae2c235-cca7-45ca-b72a-cdc1e6e5d3e1 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a0377a0-0911-4ff0-a708-91404fb5d5e8 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 615d055c-6c80-4aa4-ada6-7c726dca52aa · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Decoupled Weight Decay Regularization
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fab7c61-0a11-4340-a3a5-5a9b90862d61 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06a2ea72-35d8-4acc-aa3d-c63dc5c78003 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e6a9bf3-ecf9-45e0-9512-2caba572af46 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afbd66c2-626a-4551-946b-d4b737410708 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57545c43-2c29-40bd-8ff7-865c4f68e422 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2eec3ff-15a6-4175-93d5-57c96412ded2 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f97954bd-7e30-4266-81a9-6dd2ce063c23 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29ff64a5-0d8d-4a71-afca-96646e69b284 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afa02894-e5b5-4ef6-9d47-2843b920ceee · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ba2c467-12d8-41be-af0f-90a44f672b9b · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d549efae-941f-410a-a885-89ab09450ae2 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 292d2468-9d05-4c7b-a7e7-47f9d6520f36 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12f8d62b-ffbd-4a39-b948-f0c8db251adc · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a5bd26e-616a-4c6d-b0c9-06ea3820b098 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9148d4f-a9c0-4c4f-a72e-993ea5432acc · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 848083c3-1c1f-4aa0-94ad-859a35bba738 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c3c569c-1d6e-4ed8-b733-2ddfe62e49a1 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60207276-e32b-46a0-975f-40136de8274c · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49b1adeb-039d-4da6-9155-222f5bf237b0 · outbound
One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.