Home › Code › eval_policy

eval_policy

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

eval_policy appears in the code Syntology harvested for 15 papers, as 12 distinct code bodies found in 15 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 eval_policy 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 12 distinct code bodies named eval_policy; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
0ran
7unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 15 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

15 papers shown of 15, newest first; 15 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
Cross-Domain Policy Optimization via Bellman Consistency and Hybrid Critics added by Syntology 2026-03 (from id) dmksjfl/PAR/train_offline.py 2a67e91feeab6fb8 ran · honoured contract no licence file found · pointer only
MOBODY: Model Based Off-Dynamics Offline Reinforcement Learning 10 Jun 2025 guoyihonggyh/mobody-model-based-off-dynamics-offline-reinforcement-learning/train_mobody.py 1dbd30f3f1fdb2d2 ran · honoured contract MIT (permissive)
ODRL: A Benchmark for Off-Dynamics Reinforcement Learning 28 Oct 2024 offdynamicsrl/off-dynamics-rl/train_tune.py 2a67e91feeab6fb8 ran · honoured contract MIT (permissive)
How to Leverage Diverse Demonstrations in Offline Imitation Learning 24 May 2024 ryanxhr/DWBC/main_setting_demodice.py 8205eb63bd6bd52d unverified MIT (permissive)
Cross-Domain Policy Adaptation by Capturing Representation Mismatch 24 May 2024 dmksjfl/par/train_offline.py 2a67e91feeab6fb8 ran · honoured contract no licence file found · pointer only
How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models 10 Apr 2024 cmudig/ai-clinician-mimiciv/ai_clinician/modeling/models/discrete_bcq.py c7422e3be6dd4cd4 unverified no licence file found · pointer only
Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity 28 Dec 2023 guhfeng/rl-representation-complexity/train_TD3.py 5a60c90aa154c9b6 unverified MIT (permissive)
Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning 25 Oct 2022 zhaoyi11/adaptive_bc/utils.py 9823315d1dac2e28 unverified Apache-2.0 (permissive)
Latent-Variable Advantage-Weighted Policy Optimization for Offline RL 16 Mar 2022 pcchenxi/lapo-offlienrl/main_d4rl.py 5738a20931777f8d ran · our draft was wrong MIT (permissive)
Adaptively Calibrated Critic Estimates for Deep Reinforcement Learning 24 Nov 2021 nicolinho/acc/tqc/functions.py 984c06514cd95568 unverified MIT (permissive)
Recovery RL: Safe Reinforcement Learning with Learned Recovery Zones 29 Oct 2020 zlr20/saferl_kit/saferl_algos/recovery.py 9380f9c95fc0dfaf ran · honoured contract MIT (permissive)
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving 19 Oct 2020 mcederle99/MAD4QN-PS/util_rgb.py 99c73d29a74932a2 unverified MIT recorded; this copy not marked cleared · pointer only
Discount Factor as a Regularizer in Reinforcement Learning 4 Jul 2020 ron-amit/Discount_as_Regularizer/TD3_Code/mainTD3.py 5a60c90aa154c9b6 unverified MIT (permissive)
Multi-Agent Reinforcement Learning in Stochastic Networked Systems 11 Jun 2020 yihenglin97/networked-marl/WirelessAccess/neural_q_access_training.py 68b5e7e7c1792139 unverified no licence file found · pointer only
Safe Exploration in Continuous Action Spaces 26 Jan 2018 zlr20/saferl_kit/saferl_algos/safetylayer.py c1793cbf39af800c ran · honoured contract 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