Paper Citation Record · LEDGER

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games

As of 23 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2412.00725.

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

pith.paper-citation-record.v1
2412.00725 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:07:02.905569Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy16
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f66aaf1-b526-4766-b59d-83413951dc24 · outbound

This paper cites Decision transformer: Reinforcement learning via sequence modeling,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Decision transformer: Reinforcement learning via sequence modeling,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.202976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a95c63a8-473a-4ce1-96c7-8424982d0c12 · outbound

This paper cites Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T05:07:02.812629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c620ca2-1ea0-4889-9996-a4a7cecbb81c · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T05:07:02.817317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab676f6-695d-46ea-b981-ab22b29a799e · outbound

This paper cites Attention is all you need,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Attention is all you need,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.190534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c27da9f4-05c6-44eb-b6ed-5b796b4a8bec · outbound

This paper cites BERT: pre-training of deep bidirectional transformers for language understanding,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games BERT: pre-training of deep bidirectional transformers for language understanding,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T05:07:02.826193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e68c62-6655-4f1a-8329-a35870247085 · outbound

This paper cites Efficiently modeling long sequences with structured state spaces,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Efficiently modeling long sequences with structured state spaces,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.170178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7c3d5ba4-7b84-415a-8d43-3e7a9077acf3 · outbound

This paper cites Hippo: Recurrent memory with optimal polynomial projections,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Hippo: Recurrent memory with optimal polynomial projections,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.157567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7ee0eb8e-5243-480a-b47c-139e408ee4bc · outbound

This paper cites Long short-term memory,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Long short-term memory,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T05:07:02.839418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e38a89d-dbc4-4f75-aa63-f0ce1b5f6aa0 · outbound

This paper cites an unresolved cited work.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:07:03.145537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4bf477a5-a070-4cdd-8616-7d1bc0114314 · outbound

This paper cites Decision convformer: Local filtering in metaformer is sufficient for decision making,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Decision convformer: Local filtering in metaformer is sufficient for decision making,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.133271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4ef1c62f-562b-4692-9a7a-28c6070fb639 · outbound

This paper cites Decision s4: Efficient sequence-based rl via state spaces layers,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Decision s4: Efficient sequence-based rl via state spaces layers,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.121050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dc66ab1b-7390-483e-a40e-ea801ebbd512 · outbound

This paper cites An optimistic perspective on offline reinforce- ment learning,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games An optimistic perspective on offline reinforce- ment learning,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.108247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 708389df-744b-41e8-9a32-b3dc34130889 · outbound

This paper cites The arcade learning environment: An evaluation platform for general agents,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games The arcade learning environment: An evaluation platform for general agents,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.096154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7be86737-d3d8-472b-b938-e6077ba4d0b6 · outbound

This paper cites Mastering atari with discrete world models,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Mastering atari with discrete world models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.084892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7feeba18-1939-4f02-a50a-3e3ab1e132fe · outbound

This paper cites Mastering atari games with limited data,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Mastering atari games with limited data,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.072566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dde4a52a-2f8c-419b-9431-7ec7c7595511 · outbound

This paper cites Image entropy equalization: A novel preprocessing technique for image recognition tasks,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Image entropy equalization: A novel preprocessing technique for image recognition tasks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.060215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d9ed614-c028-4255-9468-1be06de1a895 · outbound

This paper cites A mathematical theory of communication,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games A mathematical theory of communication,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T05:07:02.877346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f7a9f86-dc63-4bb6-9943-62272cd6d44d · outbound

This paper cites Salomon and G.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Salomon and G

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.039194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c58c4ed8-3007-4d66-b134-7959bfd41b94 · outbound

This paper cites zlib: A massively spiffy yet delicately unobtrusive compression library,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games zlib: A massively spiffy yet delicately unobtrusive compression library,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.026129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0a62b3e5-8885-4faa-a057-30a1638a2b52 · outbound

This paper cites Object recognition from local scale-invariant features,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Object recognition from local scale-invariant features,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T05:07:02.889585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed57289-1007-4b9f-b95f-8816e5fce4a2 · outbound

This paper cites Random forests,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Random forests,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T05:07:02.893497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad11545-cc47-459f-919d-de1c43968e94 · outbound

This paper cites A unified approach to interpreting model predictions,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games A unified approach to interpreting model predictions,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:03.006251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d611d26c-7a97-43d2-8f23-17ab0d3efa4e · outbound

This paper cites Chapter 4 - understanding your data,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Chapter 4 - understanding your data,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:02.992773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1122c360-af89-47b6-9a9b-c49bb6421fc9 · outbound

This paper cites Correlation coefficients: appropriate use and interpretation,.

Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Correlation coefficients: appropriate use and interpretation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:07:02.978422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.