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Paper Citation Record · LEDGER

Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2012.04603.

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

pith.paper-citation-record.v1
2012.04603 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:57:43.810474Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T22:13:11.418139Z

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 b6ec886d-0dfc-4e65-a0e8-1adb1ac862da · inbound

The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning cites this paper.

The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T19:57:43.810474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:57:43.810474Z digest=sha256:02c8849900039708ebd1cc15bee5f513c5b00f4bc90a14a5465f69fadaa102ec

Observation 43c3c435-2a7c-4e9e-a36b-c1bef140e093 · inbound

Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes cites this paper.

Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:13:11.443147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T22:13:08.787783Z digest=sha256:b659dbc933230dd3efdbb05fee3d211d3cb23f25dae187026b3a9f5a46d1fd0e