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make_replay_loader

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

make_replay_loader appears in the code Syntology harvested for 11 papers, as 9 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 7 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 make_replay_loader 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 5 of the 9 distinct code bodies named make_replay_loader; 4 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
5ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 11 places is 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

11 papers shown of 11, 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
V-Simba: Unleashing the Architectural Potential of RL in Visual Continuous Control added by Syntology 2026-08 (from id) FrankZheng2022/TACO/replay_buffer.py ea1b5dcf520d2eb2 ran MIT (permissive)
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting 30 May 2025 dmirlab-group/causal-aware_llms/replay_buffer.py ba537857289c1d43 unverified MIT (permissive)
Robot Policy Learning with Temporal Optimal Transport Reward 29 Oct 2024 fuyw/TemporalOT/utils/buffer_utils.py 33bcd0586c0ab0d2 unverified no licence file found · pointer only
Uncertainty-Aware Reward-Free Exploration with General Function Approximation 24 Jun 2024 uclaml/GFA-RFE/replay_buffer.py e4f44028e6834d07 ran MIT (permissive)
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning 27 May 2024 aalmuzairee/dmcgb2/replay_buffer.py d4c61f80049c6885 ran MIT (permissive)
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning 27 May 2024 conglu1997/v-d4rl/drqbc/replay_buffer.py 6567f3b84283c0f8 ran MIT (permissive)
Constrained Ensemble Exploration for Unsupervised Skill Discovery 25 May 2024 Baichenjia/CeSD/replay_buffer.py 717d02cf517c8633 ran MIT (permissive)
Behavior Contrastive Learning for Unsupervised Skill Discovery 8 May 2023 Rooshy-yang/BeCL/replay_buffer.py 717d02cf517c8633 ran MIT (permissive)
Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations 2 Mar 2023 siddhanthaldar/FISH/FISH/replay_buffer_hand.py cc4c5cba4f6f2757 unverified MIT (permissive)
Visual Imitation Learning with Patch Rewards 2 Feb 2023 sail-sg/PatchAIL/PatchAIL/replay_buffer.py 69d19134097dd51c unverified Apache-2.0 (permissive)
Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning 20 Jul 2021 zhou-henry/distributed-distributional-drq/replay_buffer.py 6567f3b84283c0f8 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