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BaseAgent

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

BaseAgent appears in the code Syntology harvested for 20 papers, as 21 distinct code bodies found in 21 places (a place is one code body under one paper). At least one of them ran in 6 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 BaseAgent 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 21 distinct code bodies named BaseAgent; 15 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
15unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 21 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

20 papers shown of 20, newest first; 21 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 8 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
Vero: Can AI Agents Build Formally Verified Software Repositories? added by Syntology 2026-08 (from id) sunblaze-ucb/vero/src/vero/generation/agents/base.py 5dbbe46a2b28ec5e unverified Apache-2.0 (permissive)
Open Evaluation Agent: Efficient and Promptable Evaluation of Visual Generative Models added by Syntology 2026-08 (from id) Vchitect/Evaluation-Agent/eval_agent/open_ended_eval.py 05cabef5f8ee8783 unverified no licence file found · pointer only
Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning added by Syntology 2026-06 (from id) shidingz/EDV/src/edv/pipeline.py 348c63d8240bb48c unverified MIT (permissive)
QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents added by Syntology 2026-05 (from id) AAAAA-Academia-Attractions/QUACK/quack/agents/vlm_agent.py ed456165ba9c9e7f unverified MIT (permissive)
Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients added by Syntology 2026-05 (from id) MatiasAlvo/hybrid-rl/src/algorithms/hybrid/agents/hybrid_agent.py 9df36bf4d58db933 unverified MIT (permissive)
SOPE: Stabilizing Off-Policy Evaluation for Online RL with Prior Data added by Syntology 2026-05 (from id) CarloRomeo427/SOPE/src/algos/agent_sope.py 26f0035bf4b9574f unverified MIT (permissive)
InfoChess: A Game of Adversarial Inference and a Laboratory for Quantifiable Information Control added by Syntology 2026-04 (from id) murphyka/infochess/agents/hiding_belief_vismax_agent.py 72a0c90deaaae55c ran MIT (permissive)
LLMs as Orchestrators: Constraint-Compliant Multi-Agent Optimization for Recommendation Systems added by Syntology 2026-01 (from id) GuilinDev/Dual-Agents-Recommendation/src/dualagent_rec.py 20d7db8280b5f1ce unverified MIT (permissive)
MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems 25 May 2025 xmzhangai/metamind/agents/tom_agent.py f00f2de3f0855743 ran Apache-2.0 (permissive)
SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention 16 Feb 2025 ChengshuaiZhao0/SCALE/simulation/content_analysis_simulation.py 49860cf76ad6194b unverified no licence file found · pointer only
Learning on One Mode: Addressing Multi-Modality in Offline Reinforcement Learning 4 Dec 2024 MianchuWang/LOM/agents/lom.py c9227a477207007c ran no licence file found · pointer only
Weakly Coupled Deep Q-Networks 28 Oct 2023 ibrahim-elshar/WCDQN_NeurIPS/src/Inv_control/WCDQN.py 7f4eee504f02bf73 unverified no licence file found · pointer only
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning 6 Feb 2023 flowersteam/grounding_llms_with_online_rl/experiments/agents/ppo/llm_ppo_agent.py 3a32c056e4db9777 unverified MIT (permissive)
RL Boltzmann Generators for Conformer Generation in Data-Sparse Environments 19 Nov 2022 yashpatel5400/clean_idp_rl/main/agents/PPO_recurrent_agent.py ba3a139bcb1bfa01 unverified MIT (permissive)
Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning 25 May 2022 geraudnt/skill_machines/sm.py 4bc65e0d8d7c8d26 unverified no licence file found · pointer only
FedVLN: Privacy-preserving Federated Vision-and-Language Navigation 28 Mar 2022 eric-ai-lab/FedVLN/r2r_src/agent.py a02da85c573a6d3a ran MIT (permissive)
Munchausen Reinforcement Learning 28 Jul 2020 lingweizhu/Pytorch-MunchausenActorCritic/Munchausen_actorcritic_discrete/agent/munchausen_ac.py 636a9ac9309ad92c unverified MIT (permissive)
Proximal Policy Optimization Algorithms 20 Jul 2017 dmiu-shell/deeprl-shell/deep_rl/agent/PPO_agent.py 38803d98e366da6d ran Apache-2.0 (permissive)
Proximal Policy Optimization Algorithms 20 Jul 2017 hamishs/JAX-RL/src/jax_rl/algorithms/ppo.py 2dd687e050a61476 unverified MIT (permissive)
Continuous control with deep reinforcement learning 9 Sep 2015 majercakdavid/gym-virtual-quant-trading/agents/DDPG.py ddcc51cfeb97e2a4 unverified licence not identified · pointer only
A Contextual-Bandit Approach to Personalized News Article Recommendation 28 Feb 2010 danilprov/batch-bandits/CMAB/LinUCB.py 2df4798ead73ae05 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