Paper Citation Record · LEDGER

Beating Atari with Natural Language Guided Reinforcement Learning

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1704.05539.

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

pith.paper-citation-record.v1
1704.05539 v1

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 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:30:09.209021Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

35
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c50d11f1-13a8-4bcc-8131-573e4ad2724f · inbound

A Survey On Enhancing Reinforcement Learning in Complex Environments: Insights from Human and LLM Feedback cites this paper.

A Survey On Enhancing Reinforcement Learning in Complex Environments: Insights from Human and LLM Feedback Beating Atari with Natural Language Guided Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T16:30:09.209021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b827f5e9-c929-4948-9ba3-f9ee44ee847f · inbound

Effective Reward Specification in Deep Reinforcement Learning cites this paper.

Effective Reward Specification in Deep Reinforcement Learning Beating Atari with Natural Language Guided Reinforcement Learning

Reference 159

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:54.526911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c246f15-9ba5-432b-a79a-1f7859dd4e3b · inbound

From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning cites this paper.

From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning Beating Atari with Natural Language Guided Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:32:14.343041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 706e25b4-8d00-4eb8-8c42-606aefd8460d · inbound

Reinforcement Learning with Physics-Informed Symbolic Program Priors for Zero-Shot Wireless Indoor Navigation cites this paper.

Reinforcement Learning with Physics-Informed Symbolic Program Priors for Zero-Shot Wireless Indoor Navigation Beating Atari with Natural Language Guided Reinforcement Learning

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:11:53.160570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.