Paper Citation Record · LEDGER

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient

As of 18 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.04195.

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

pith.paper-citation-record.v1
2507.04195 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:56:31.279559Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy12
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f30d11dd-8cfc-4b45-a8c7-8ebe68b31d7b · outbound

This paper cites Cognitive radar: a way of the future,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Cognitive radar: a way of the future,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:33.607987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a346d929-4dbe-4f76-bb15-c3cd14227960 · outbound

This paper cites The devel- opment from adaptive to cognitive radar resource management,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient The devel- opment from adaptive to cognitive radar resource management,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:33.445220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 10aa1a93-0769-4235-b757-85a3bb367162 · outbound

This paper cites Human-level control through deep reinforcement learning,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Human-level control through deep reinforcement learning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:29.971450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d1197f-6116-46ff-8ddf-1fdc817d02a4 · outbound

This paper cites Deep reinforcement learning control for radar detection and tracking in congested spectral environments,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Deep reinforcement learning control for radar detection and tracking in congested spectral environments,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:33.286455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6ea37bc-f135-43b8-baea-e1de27e30255 · outbound

This paper cites Reinforcement learning for adaptable bandwidth tracking radars,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Reinforcement learning for adaptable bandwidth tracking radars,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:33.088645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation beb8a171-9ffc-4931-a3e0-078e41d75c82 · outbound

This paper cites Deep reinforcement learning-based radar network target assignment,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Deep reinforcement learning-based radar network target assignment,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:32.892331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0a643953-fcbd-4b2e-96a3-2bde96d480d4 · outbound

This paper cites Reward Constrained Policy Optimization.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Reward Constrained Policy Optimization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:30.309824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef84087-22cd-4a20-bac8-29608b0af4cc · outbound

This paper cites Optlayer-practical con- strained optimization for deep reinforcement learning in the real world,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Optlayer-practical con- strained optimization for deep reinforcement learning in the real world,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:32.696501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de498065-7042-4834-8f50-a81427efbecf · outbound

This paper cites Batch policy learning under con- straints,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Batch policy learning under con- straints,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:32.472388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c7e931ed-9218-4e9b-b9d3-e144c516b869 · outbound

This paper cites Lagrangian Duality for Constrained Deep Learning.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Lagrangian Duality for Constrained Deep Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:30.595255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de3e9f92-e7cb-4ee2-99f4-8af6622542da · outbound

This paper cites Learning- based cognitive radar resource management for scanning and multi- target tracking,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Learning- based cognitive radar resource management for scanning and multi- target tracking,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:32.276617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fdd04909-c415-4227-ab52-f356538e6602 · outbound

This paper cites A constrained POMDP formulation and algorithmic solution for radar resource management in multi-target tracking,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient A constrained POMDP formulation and algorithmic solution for radar resource management in multi-target tracking,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:32.080035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8a03506d-c426-4583-9239-28e61ea255c1 · outbound

This paper cites Adaptive parameter control for phased-array tracking,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Adaptive parameter control for phased-array tracking,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:31.890150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 033bce67-d640-4a26-bc7f-58838d7341b4 · outbound

This paper cites Meikle,Modern Radar Systems.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Meikle,Modern Radar Systems

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:31.704821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6e314b25-7262-4995-9bad-7f90cbebc6fe · outbound

This paper cites An introduction to the Kalman filter,.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient An introduction to the Kalman filter,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:31.013309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7baa01a-d617-4725-bd3c-7477e34d5a27 · outbound

This paper cites Determination of required SNR values [radar detection],.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Determination of required SNR values [radar detection],

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:56:31.545561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4a9f817c-f619-4fe0-9c20-f4b21c495ca2 · outbound

This paper cites Altman,Constrained Markov Decision Processes.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Altman,Constrained Markov Decision Processes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:31.207744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa33c1b-65ab-4247-a916-9188cfdce688 · outbound

This paper cites Continuous control with deep reinforcement learning.

Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient Continuous control with deep reinforcement learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:31.279559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.