renee-jia/scholar-loop
An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination.
View on GitHub →PythonMITai-researchautonomous-agentsllm-toolsmulti-agent
Stars
469
Δ 7d
+1
Δ 30d
+3
Age
2 mo
Last push
76d ago
90-day star history
Where this sits in the catalog
GroupApplied agents
RankingsNot in any top 20 today — see the rankings
Alternatives in ML experiment agents
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model re…
⭐15.8k
+3377d
Python
6 mo
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
⭐14.5k
+347d
Jupyter Notebook
2 yrs
Open-source implementation of AlphaEvolve
⭐7.3k
+397d
Python
1 yr
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
⭐7.1k
+327d
Python
1 yr
🔬 Harness Vibe Research with Self-evolving AI Scientists
⭐4.7k
+1027d
Python
7 mo
Now, Stronger AI Pushes Frontiers, Stronger Our Shared Future.
⭐3.3k
+157d
TypeScript
11 mo