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make_atari

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

make_atari appears in the code Syntology harvested for 17 papers, as 14 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 5 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_atari 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 4 of the 14 distinct code bodies named make_atari; 10 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
4ran
10unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 17 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

17 papers shown of 17, newest first; 17 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. 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
Efficient World Models with Context-Aware Tokenization 27 Jun 2024 vmicheli/delta-iris/src/envs/wrappers.py 4ba4e8deb90aa134 ran GPL-3.0 (copyleft) · pointer only
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning 16 Apr 2024 panxulab/MARL-CoopTS/Envs/wrapper.py 97d520547d641ca3 ran MIT (permissive)
Tree Search-Based Policy Optimization under Stochastic Execution Delay 8 Apr 2024 davidva1/Delayed-EZ/core/utils.py 461cd9ba90efb8ac ran GPL-3.0 (copyleft) · pointer only
Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent 15 Feb 2024 huggingface/jat/jat/eval/rl/core.py ff3946a18bfa4ec9 unverified Apache-2.0 (permissive)
Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error 3 Feb 2024 leoranlmia/CAR-DQN/IBP/environment.py c8ff0fd6f22e92e8 ran no licence file found · pointer only
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning 19 Oct 2022 mlpc-ucsd/xtra/src/core/utils.py 11b2c75d0350f659 unverified Apache-2.0 (permissive)
Human-Level Control through Directly-Trained Deep Spiking Q-Networks 13 Dec 2021 aptx395/deep-spiking-q-networks/environment/atari_wrappers.py a70a2154eb543432 unverified MIT (permissive)
Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods 6 Nov 2021 artberryx/SAR/sb/stable_baselines/common/atari_wrappers.py 42dca35d1e009c9a unverified MIT (permissive)
Dual Policy Distillation 7 Jun 2020 kiminh/dual-policy-distillation/baselines/common/atari_wrappers.py 186018cc4315055f unverified MIT recorded; this copy not marked cleared · pointer only
LaProp: Separating Momentum and Adaptivity in Adam 12 Feb 2020 Z-T-WANG/LaProp-Optimizer/rainbow/common/wrappers.py 6eb2fa89d6e4a36b unverified MIT (permissive)
Fully Parameterized Quantile Function for Distributional Reinforcement Learning 5 Nov 2019 ku2482/fqf-iqn-qrdqn.pytorch/fqf_iqn_qrdqn/env.py 4bc698f17fe89d85 unverified MIT (permissive)
ZPD Teaching Strategies for Deep Reinforcement Learning from Demonstrations 26 Oct 2019 RevanMacQueen/LearningFromHumans/lfh/envs/atari.py cf49e0670274da2b unverified MIT (permissive)
Soft Actor-Critic for Discrete Action Settings 16 Oct 2019 cindycia/Atari-SAC-Discrete/rltorch/env/atari_wrappers.py 4bc698f17fe89d85 unverified MIT (permissive)
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning 7 May 2019 seungyulhan/disc/baselines/common/atari_wrappers.py b013c9fa08f46d68 unverified MIT recorded; this copy not marked cleared · pointer only
Neural Episodic Control 6 Mar 2017 mjacar/pytorch-nec/utils/atari_wrapper.py 309ae4ee61c2c6a1 unverified MIT (permissive)
Dueling Network Architectures for Deep Reinforcement Learning 20 Nov 2015 opplieam/Pong-Deep-RL/atari_wrappers.py c8ff0fd6f22e92e8 ran Apache-2.0 (permissive)
Deep Reinforcement Learning with Double Q-learning 22 Sep 2015 jihoonerd/Deep-Reinforcement-Learning-with-Double-Q-learning/ddqn/utils/atari_wrappers.py a70a2154eb543432 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