Paper Citation Record · LEDGER

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers

As of 7 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2505.14533.

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

pith.paper-citation-record.v1
2505.14533 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:35:39.661310Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

40 of 40 outbound references displayed

verified exact3
verified fuzzy2
unresolved28
parse uncertain0
malformed identifier4
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c4ed891-9451-465b-8a77-57d92838bc43 · outbound

This paper cites Jiang, Z.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Jiang, Z

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T15:35:40.106243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ec54add-24cb-4da6-a5ec-0932aeadee36 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-07T15:35:39.915738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7465b7ba-d850-4b1d-902f-2e06583ad4d9 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T15:35:41.556549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a95eaedc-9989-48f0-8593-5fcb872705d9 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T15:35:41.671165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b824616-3deb-484e-a105-635d653d36c4 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:38.944440Z

Source-reported events for the cited work

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Observation 1bf08ef3-d135-4963-a18f-813b48918c50 · outbound

This paper cites Hochreiter, J.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Hochreiter, J

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.007374Z

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Observation f282bd33-a0e7-4b5a-8050-d7081daca693 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.099802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df3cd4f7-bd6d-469c-9c66-0f403104ad32 · outbound

This paper cites Vaswani, N.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Vaswani, N

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:35:41.650745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc1f37be-9015-4188-abc5-6edf82ca1150 · outbound

This paper cites Devlin, M.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Devlin, M

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.212956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e607670-f82c-4ea4-92bc-637b62d8c8f4 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.274700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d749d0c9-106f-4a2d-9fe6-a5a7edd64b87 · outbound

This paper cites Decision Transformer: Reinforcement Learning via Sequence Modeling.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Decision Transformer: Reinforcement Learning via Sequence Modeling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.339411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74dd7fcd-9458-423d-9518-e471485b89bc · outbound

This paper cites Surrogate Gradient Learning in Spiking Neural Networks.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Surrogate Gradient Learning in Spiking Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.373438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d3c626-1857-4a78-9736-a291758f6a56 · outbound

This paper cites Davies, N.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Davies, N

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.401667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c0b7e8-677f-4ac3-a10f-7e74b5ca4c68 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.467778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d62dfbd-976a-484f-aed7-15516efa02d3 · outbound

This paper cites Blouw, X.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Blouw, X

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.502412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0180f0f9-7ae8-4b7c-9f3a-47e9f176385c · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-07T15:35:39.510374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a32cdc7-9945-44a3-95c6-46f2a9e0ae1b · outbound

This paper cites Rostami, B.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Rostami, B

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.515928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ede18b-a081-494c-8fd3-db6a3defed1a · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T15:35:40.987241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2bdb013-2675-4c5a-9235-cee447ccf3fc · outbound

This paper cites Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:35:40.880839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 707b9591-37bb-4292-b55e-abdc3de4a45d · outbound

This paper cites SLAYER: Spike Layer Error Reassignment in Time.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers SLAYER: Spike Layer Error Reassignment in Time

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.533183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08a12df0-0164-499f-b2c5-225728c6e883 · outbound

This paper cites Bellec, F.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Bellec, F

Reference 21

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T15:35:41.632165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 874e89c4-5ab2-472e-b1d4-879b6b0185cf · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.545270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c201bee8-a265-489a-a099-8fc450cd2706 · outbound

This paper cites Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.551208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40aaab5a-0442-49d3-8dd7-dcdfefcfabf6 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 24

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T15:35:40.702395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0008a02-c835-4623-a3bb-956461513b41 · outbound

This paper cites Gerstner, W.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Gerstner, W

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.563827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 202d1f6c-1125-4b25-9ad8-dd40eb00abe9 · outbound

This paper cites Offline Reinforcement Learning as One Big Sequence Modeling Problem.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Offline Reinforcement Learning as One Big Sequence Modeling Problem

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.570011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7903d22c-28f5-4639-aa2c-428387e6e968 · outbound

This paper cites Ghanem, P.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Ghanem, P

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.574968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 522bae27-9570-4e49-a101-50d033b5db97 · outbound

This paper cites Correia, L.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Correia, L

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.586042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c724046-3c53-4b5f-b5ff-71b36d514476 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:35:41.614007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 902e3689-aee8-408a-9fdc-f204ff6749e9 · outbound

This paper cites Uncertainty-Aware Decision Transformer for Stochastic Driving Environments.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Uncertainty-Aware Decision Transformer for Stochastic Driving Environments

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.601060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 536647cf-695a-43fd-a7c6-9fa6084519e1 · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers RT-1: Robotics Transformer for Real-World Control at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.607060Z

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Unavailable: canonical work link unavailable.

Observation 54377c0c-b410-4b0f-9abf-10369cbbaab0 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:35:41.594106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8509d5bc-1c15-4d4c-91c3-4a67d89d9c8a · outbound

This paper cites Sutton, A.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Sutton, A

Reference 33

Resolution: malformed identifier; no resolver link, observed 2026-08-07T15:35:39.619168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e50a8566-a6f9-4be5-8411-7cf1f7c82052 · outbound

This paper cites URLhttps://api.semanticscholar.org/CorpusID:208329736.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers URLhttps://api.semanticscholar.org/CorpusID:208329736

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:35:41.574107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3b52750-fb4e-44be-8df8-6b0984522d92 · outbound

This paper cites Spikeformer: A Novel Architecture for Training High-Performance Low-Latency Spiking Neural Network.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Spikeformer: A Novel Architecture for Training High-Performance Low-Latency Spiking Neural Network

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.631733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d714de-8d9a-472e-82b4-fdd878938e14 · outbound

This paper cites Spikformer: When Spiking Neural Network Meets Transformer.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Spikformer: When Spiking Neural Network Meets Transformer

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.637825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf10ac40-a7ec-40fe-8858-a6f218473a38 · outbound

This paper cites D4RL: Datasets for Deep Data-Driven Reinforcement Learning.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers D4RL: Datasets for Deep Data-Driven Reinforcement Learning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.644320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77457ffd-248b-492b-8034-5cef194dbd52 · outbound

This paper cites an unresolved cited work.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.649428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2778d2d6-b871-4d0c-b72c-468f96278b33 · outbound

This paper cites Decoupled Weight Decay Regularization.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Decoupled Weight Decay Regularization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.654619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6481bb74-74b2-4710-a477-17c2bf05d4d1 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.661310Z

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Unavailable: canonical work link unavailable.

Pith citing papers

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