Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:17:12.143188Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2507.19639.
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 2026-08-06T14:17:12.143188Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5b3fcba1-d96b-44b5-b296-a98f8c485e4f · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions xLSTM: Extended Long Short-Term Memory
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58a1f425-950c-43ce-a612-b30fbc17e106 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Bollerslev
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 61a6cc3b-e4a0-4a10-8bfa-bac75b257b39 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c51c2251-2779-4622-99e6-ea10f03f785b · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Chen, C.-x
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b43ab5a6-3382-418c-a33d-e481679d0449 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 10d66f12-faaf-4bb4-bc0c-d1cd66b59d17 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Fujimoto, H
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d78dcdbd-e3ca-487c-b5b3-934977c8b826 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation 94b141f1-1a14-454e-bd7e-84459f6612c4 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Ghosh, S
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d9cb3910-f6a4-4f42-aa8e-25760b2c1abb · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Gunjan and S
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd956c7f-15d3-4509-bb8f-b357b3a0ee89 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Gupta, V
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22ede0e8-19a4-4c17-bc8a-6818098cfca5 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Haarnoja, A
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71cdfcc5-f120-4475-bf60-f49474fabf65 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Huang, X
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15f0e75b-9d9c-43f4-ba85-045d8f2533b7 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Huang, C
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0bc04da1-61a6-457f-a967-f3aa8d8e8654 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 75bafac1-3f9a-43b5-8dbf-cc09dd06e502 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Kamijo and T
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ff0215b-1316-40c3-8ce3-c199cdaa085c · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f4338ac8-6e1c-4c9f-97e3-37e207d7fdab · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e306e0ee-42b5-4cea-bfa2-aa49223421e8 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Konda and J
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1d652df-8c81-469d-a959-e33a833bf899 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c43e858c-1960-47f4-a733-f1d04657a8a8 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 76a7a31f-49eb-4f14-bd0b-7c9ee9530d2d · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Leippold, Q
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a3d5174-cdc3-4f04-9867-749692302f2e · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Lin and P
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation edaa5694-9ea1-4291-8bad-879aa4ff170a · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 707eafa2-e26b-4298-bdde-39acc39269e7 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64ead2a6-7c2a-4799-b492-9576185676b5 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab672f67-8f45-459d-bfb4-fa0a750bc543 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 941308e1-ba3e-4c81-8a46-83f597e32fd6 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a9254bb-725b-4328-893c-515d8b082723 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Asynchronous Methods for Deep Reinforcement Learning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76d2cd93-7414-4fd0-bb5a-5cb8fc2db8ba · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Deep Reinforcement Learning Strategies in Finance: Insights into Asset Holding, Trading Behavior, and Purchase Diversity
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a735819e-0288-4a58-aea4-4e13f8b1afd4 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 271d4c56-2dff-465c-bee6-702d5384f777 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Pawar, R
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f74acdca-07a7-488a-977f-4f006ba44455 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac79c99c-a542-43d7-9c73-613efe098850 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a514eb5-2ec2-4bb1-b413-b340a69be1c4 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Proximal Policy Optimization Algorithms
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ec56904-e0d5-43da-8ca8-6960a74dc69d · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series Forecasting
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85216d81-f2ea-4c97-882e-0e51d7f69250 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Smith, V
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1673ce5-a451-415c-beb4-65c9ad7e9c64 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Sonkavde, D
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 14021edf-c438-446c-8e23-56ebcedfe9c7 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Taghian, A
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9bc4ce16-9387-419a-9c31-876b40ff2e69 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a63fb59-fa41-4455-9ecf-e43d29d2bf3f · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Vaswani, N
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ff76658-bd6d-47e1-9904-1d2c8b75e853 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c15dab9-c8e1-45ba-9180-08958fd34bc9 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66b712e6-c52d-42ad-a030-564f4ff329ba · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46ddb789-4482-4d52-90c6-4921cc999ca3 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 643ee282-b345-4f38-bdf3-ad0c51e417dd · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Practical Deep Reinforcement Learning Approach for Stock Trading
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00c37238-d8e3-401e-84e9-1109878fb03b · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Yañez, W
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8b1a9a98-5c91-4cc8-8dd5-38391a363e1c · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65817366-dd31-4b02-9498-5d872cbf3bb4 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Yang, X.-Y
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bd840cc3-faa9-45a5-bea3-dedc0fe81950 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bbadfb47-b26a-43e8-b5c9-2e234453ec28 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9730369-0798-49e0-a3eb-7324f6ec63a3 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e87048c-4901-4152-88cd-d35e5bdccfbe · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Zhang, C
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7da62371-2aae-4cad-b503-9499ee2c4001 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Zhang, Z
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 587cdbd4-a039-4ca9-b529-fb1b8c5b7b37 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Zhang, L
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab205525-41ff-4600-bc43-0eeb8e931776 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Zhang, N
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63becb65-a3c3-41ef-88ed-d3320152ffba · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Zhang and J
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c4b51d6-e79a-4bc1-9674-61b39593aeab · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 18dba897-6f4f-4760-a3c9-986de7893a26 · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f06e2729-e017-472d-8f5a-66937a9822ff · outbound
Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Also, the results with the loss functions are overall higher than any of the RL strategies for each of the testing years, and even the Buy & Hold strategy (Refer Table 3)
Reference 2022
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.