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Paper Citation Record · LEDGER

Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2312.03618.

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

pith.paper-citation-record.v1
2312.03618 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:45:55.182579Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T16:38:03.975641Z

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 a593ac28-5c25-495f-bd71-ea741920af16 · inbound

Robust Markov Decision Processes: A Place Where AI and Formal Methods Meet cites this paper.

Robust Markov Decision Processes: A Place Where AI and Formal Methods Meet Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T18:40:09.229045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:40:09.229045Z digest=sha256:210ba637df2bd7fcdbe575a99aa70161ab5d1fbce16c74ddf1f6210876fd0abc

Observation 2aef803b-deac-4dc4-954f-674a1fa53716 · inbound

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient cites this paper.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T16:21:30.094925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:21:30.094925Z digest=sha256:32d166fba3dc515a62f89b3dd315db5dc0f23343ad0e672c5de3986eb12538f0

Observation ac0ab864-bac9-42f7-8543-14b90c043a3e · inbound

Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis cites this paper.

Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T20:45:55.182579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:45:55.182579Z digest=sha256:fb5d91ff7a03536f20c6bc1a5e36a9210e9d3d26aa3a0e1bb7262a2c6fb4ceb9

Observation 00c54986-b893-410c-a28f-9fe64e8e33aa · inbound

Thresholds for sensitive optimality and Blackwell optimality in stochastic games cites this paper.

Thresholds for sensitive optimality and Blackwell optimality in stochastic games Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:31.825048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T19:06:31.825048Z digest=sha256:568f861ea4c931fb03a1d841c4529e8a04ca0660117e4f2b6018f6ccb4c3c65c

Observation 0ef2bf8c-badd-4d9a-a3bb-848e91ed375d · inbound

Efficient Computation of Blackwell Optimal Policies using Rational Functions cites this paper.

Efficient Computation of Blackwell Optimal Policies using Rational Functions Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:38:04.030208Z

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.

source=pdf_text observed=2026-08-05T16:38:00.707836Z digest=sha256:5d74c4b40cb137336303202f2016ad55cf7bcc71a384e695a678384c0e51a66f