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CriticNetwork

Syntologyentry name in harvested coderead from the graph 2026-09-24

CriticNetwork appears in the code Syntology harvested for 5 papers, as 11 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 3 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named CriticNetwork do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 6 of the 11 distinct code bodies named CriticNetwork; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
6ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 11 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

5 papers shown of 5, newest first; 11 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
CoordLight: Learning Decentralized Coordination for Network-Wide Traffic Signal Control added by Syntology 2026-03 (from id) marmotlab/CoordLight/Models/CoordLightModel.py bda7507c3cc10545 unverified MIT (permissive)
Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood 10 Jun 2025 yqpqry/sqog/SQOG.py 0c9976aa09f749fe unverified no licence file found · pointer only
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification 7 Nov 2022 akimotolab/m2td3/M2TD3/m2td3.py a72ab09853236a35 ran · metamorphic tier: deterministic no licence file found · pointer only
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments 7 Jun 2017 baradist/multiagent-particle-envs/multiagent/ddpg/ddpg_agent.py 619856d2049bc612 ran · metamorphic tier: deterministic MIT (permissive)
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments 7 Jun 2017 philtabor/Multi-Agent-Deep-Deterministic-Policy-Gradients/maddpg.py 1a6507f0b27d66e3 ran no licence file found · pointer only
Continuous control with deep reinforcement learning 9 Sep 2015 sliao-mi-luku/DeepRL-multiple-agents-tennis-udacity-drlnd-p3/maddpgAgent.py b796e48c52beebc5 ran · metamorphic tier: deterministic no licence file found · pointer only
Continuous control with deep reinforcement learning 9 Sep 2015 T3chy/DDPG/ddpg_torch.py c64a46f5ad45b01a ran GPL-3.0 (copyleft) · pointer only
Continuous control with deep reinforcement learning 9 Sep 2015 KelvinYang0320/deepbots-panda/Panda_RL/controllers/robot_supervisor_manager/agent/ddpg.py 6429748a5267bb8a ran MIT (permissive)
Continuous control with deep reinforcement learning 9 Sep 2015 YoUNG824/DDPG/ddpg.py ebdd58004bdf82fd unverified MIT (permissive)
Continuous control with deep reinforcement learning 9 Sep 2015 bmeyers/VirtualMicrogridSegmentation/virtual_microgrids/algorithms/ddpg.py 4644458fd0a4374e unverified BSD-2-Clause (permissive)
Continuous control with deep reinforcement learning 9 Sep 2015 samuelmat19/DDPG-tf2/src/model.py 6bb81ff3c30fb32a unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections