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RunningMeanStd

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

RunningMeanStd appears in the code Syntology harvested for 13 papers, as 13 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 13 of the papers; 2 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 RunningMeanStd 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 13 of the 13 distinct code bodies named RunningMeanStd; 0 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
13ran
0unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 13 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

13 papers shown of 13, newest first; 13 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
Hierarchical Orthogonal Residual Spread for Precise Massive Editing in Large Language Models added by Syntology 2026-01 (from id) XiaojieGu/HORSE/editor/horse.py 0b6b62c3b65c34da ran fingerprinted no licence file found · pointer only
HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid 2024-06 (from id) AllenXuuu/HumanVLA/models/dagger/vla_network.py 94e925f5c51f7d0c ran fingerprinted MIT (permissive)
N-Agent Ad Hoc Teamwork 16 Apr 2024 carolinewang01/naht/src/learners/poam_learner.py cdfc3ae6a09e2c06 ran · metamorphic tier: deterministic MIT (permissive)
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences 27 Feb 2024 cjreinforce/rime_icml2024/reward_model_RIME.py 60d6d08eefa30cf7 ran MIT (permissive)
Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity 26 Oct 2023 fietelab/farcuriosity/rlpyt/models/curiosity/fragmentation_wrapper.py c9b232c9c0357ca3 ran MIT (permissive)
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation 17 Jul 2023 tliu1997/rnac/train_rnac.py 8b5734917fdb6af3 ran no licence file found · pointer only
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge 17 Jun 2022 pku-rl/copl/src/core/ppo.py 327090e4d81e9be1 ran MIT (permissive)
Reachability Constrained Reinforcement Learning 16 May 2022 mahaitongdae/Reachability_Constrained_RL/learners/sac.py e4fcdf4a34ebca39 ran MIT (permissive)
Contrastive Active Inference 19 Oct 2021 mazpie/contrastive-aif/agents.py 09d1b0e1811952ff ran MIT (permissive)
Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers 24 Jun 2020 pauldaoudi/food/agents/algos_utils/darc_utils/networks_manager.py 54a2a67d3023c95b ran MIT (permissive)
State-only Imitation with Transition Dynamics Mismatch 27 Feb 2020 tgangwani/RL-Indirect-imitation/i2l/networks/discriminator_model.py 717e531be45c1f47 ran · metamorphic tier: deterministic no licence file found · pointer only
Never Give Up: Learning Directed Exploration Strategies 14 Feb 2020 YHL04/agent57/curiosity/episodicnovelty.py a78127c40ebe35aa ran MIT (permissive)
Prioritized Experience Replay 18 Nov 2015 hill-a/stable-baselines/stable_baselines/common/buffers.py a7d869ac145d41f2 ran 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