Paper Citation Record · LEDGER

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning

As of 17 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2412.11120.

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

pith.paper-citation-record.v1
2412.11120 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:22:54.460782Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:10:51.564249Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy1
unresolved9
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23780dd9-feac-4db3-8e2f-d9fc03c23e38 · outbound

This paper cites an unresolved cited work.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:54.622791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 948adef9-2e35-4e7f-8644-097076170bfb · outbound

This paper cites an unresolved cited work.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:54.611305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3e47ae07-5038-4723-81c5-6e8795e94558 · outbound

This paper cites Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:22:54.423523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ddfb52d-294b-4112-9578-bde29e46b692 · outbound

This paper cites an unresolved cited work.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Unresolved cited work

Reference 4

Resolution: parse uncertain; raw_fallback, observed 2026-08-11T15:22:54.586856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2791e3d9-a7ea-4007-aceb-eccce2444639 · outbound

This paper cites an unresolved cited work.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:54.575215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 73247d3a-6ce9-4f25-a694-22a9b6083a94 · outbound

This paper cites an unresolved cited work.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:54.599304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7552e827-5516-4d57-abd1-d0ea290fe919 · outbound

This paper cites an unresolved cited work.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:54.563247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e860c4f1-41e8-4f56-8aeb-081e6e172b52 · outbound

This paper cites an unresolved cited work.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:54.551000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a1eca03-65b5-496b-83b7-de341d0f398c · outbound

This paper cites Reward Design.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Reward Design

Reference 11

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T15:22:54.538986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3338cc6-963c-46a5-8fbb-1c7401b7bb1e · outbound

This paper cites As shown in Fig.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning As shown in Fig

Reference 500

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:54.526899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 27c941b5-3961-43af-ad2f-d36d6cc64edd · outbound

This paper cites Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-11T15:22:54.412698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f2bbcd7-286a-4a5a-89db-1f91cd5f7619 · outbound

This paper cites Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics.

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T15:22:54.417804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 36014a80-2955-4406-be10-e95963b257ce · inbound

TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents cites this paper.

TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T03:10:51.564249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.