Paper Citation Record · LEDGER

Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.03660.

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

pith.paper-citation-record.v1
2503.03660 v4

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 2026-07-13T01:56:20.542865Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T06:19:37.919957Z

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 1eb36c9f-260f-4b38-a76f-6191e7985e66 · inbound

Reinforcement Learning with Action Chunking cites this paper.

Reinforcement Learning with Action Chunking Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-06-08T02:03:42.460930Z

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.

Observation 764dc936-2f0a-4bb4-bb08-b36b3e3cea68 · inbound

Whole-Body Mobile Manipulation using Offline Reinforcement Learning on Sub-optimal Controllers cites this paper.

Whole-Body Mobile Manipulation using Offline Reinforcement Learning on Sub-optimal Controllers Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-06-08T02:03:42.460930Z

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.

Observation 7753a8f3-81a2-416c-af20-47a031cbb795 · inbound

Adaptive Q-Chunking for Offline-to-Online Reinforcement Learning cites this paper.

Adaptive Q-Chunking for Offline-to-Online Reinforcement Learning Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-06-08T02:03:42.460930Z

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.

Observation d64887ef-8370-4b33-81f0-fd90dc2d4a36 · inbound

Horizon Adaptive Offline Policy Learning via Value Stitching cites this paper.

Horizon Adaptive Offline Policy Learning via Value Stitching Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:19:37.921595Z

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.

Observation 3bbceb78-7385-45e6-9a6c-d1fb5a7e865a · inbound

PAC-ACT: Post-training Actor-Critic for Action Chunking Transformers cites this paper.

PAC-ACT: Post-training Actor-Critic for Action Chunking Transformers Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T01:56:20.542865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.