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Paper Citation Record · LEDGER

The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2501.19358.

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

pith.paper-citation-record.v1
2501.19358 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:04:04.942029Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:37:30.283976Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation da17d70c-5e09-46b1-84fd-ffb24531c819 · inbound

The Anti-Ouroboros Effect: Emergent Resilience in Large Language Models from Recursive Selective Feedback cites this paper.

The Anti-Ouroboros Effect: Emergent Resilience in Large Language Models from Recursive Selective Feedback The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T12:04:04.942029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:04:04.942029Z digest=sha256:986f2d8ecc71b7fda41eeca45880cb646966f725930b8e32223f6b5209707ca2

Observation 41ae8cd7-a235-4463-b527-005b52ede8a8 · inbound

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking

Reference 122

Resolution
unresolved
no resolver link, observed 2026-08-04T16:07:36.744067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:07:36.744067Z digest=sha256:a77e7fe49ed286142e642cfa6829f29b5ae3d47701091dd7332bc2b737ba897f

Observation 5f0da82a-13cc-46ad-954c-c5e2a52085f0 · inbound

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges cites this paper.

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking

Reference 74

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:00:28.361674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T13:58:53.430492Z digest=sha256:47f58a105d819af53d45ded28f46c4c2c2adc12920366bb4ead38e52165badd5

Observation 3e343ea9-10d0-430f-8836-1b3df211549b · inbound

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization cites this paper.

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking

Reference 255

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T01:37:30.285585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-27T16:26:34.918099Z digest=sha256:bd002d216652c761747f6b28c5949303269e7bd7714205da5fc31a66a9d67eac