Robert Lange

@RobertTLange

Staff Research Scientist & Founding Member @SakanaAILabs 🎏 The AI Scientist, ShinkaEvolve, gymnax, evosax Prev: SR & Intern @GoogleDeepMind

BLN/TKY

roberttlange.com

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Robert Lange
@RobertTLange
Mar 25
I am really excited to share that our work on The AI Scientist has been published in Nature Automated Scientific Discovery has been something I only dreamt about at the start of my PhD. Today, we are making big leaps into a world in which autonomous agents support human
Sakana AI
@SakanaAILabs
Mar 25
The AI Scientist: Towards Fully Automated AI Research, Now Published in Nature Nature: nature.com/articles/s4158… Blog: sakana.ai/ai-scientist-n… When we first introduced The AI Scientist, we shared an ambitious vision of an agent powered by foundation models capable of executing
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Robert Lange
@RobertTLange
Aug 5
Also 👉 the Stanford course recordings on 'Self-Improving AI Agents' by @Azaliamirh and @achowdhery are out 🧑‍🏫 Covering many developments throughout the last 2 years and some of our work @SakanaAILabs 🎏 on the AI Scientist 🧑‍🔬 and AB-MCTS 🌲 🎥: youtube.com/watch?v=6YnLB0… 📚:
Robert Lange
@RobertTLange
Aug 3
🚀 Awesome in-depth survey on agentic self-improvement by @SchmidhuberAI's group 🔁 The survey provides a great historical overview covering optimization theory, symbolic heuristic self-modification, connectionist meta-learning, formal self-improvement frameworks including
Robert Lange
@RobertTLange
Aug 1
During my PhD, I spent a lot of time working on hardware-accelerated numerical evolutionary optimization (e.g., evosax 🦎). Only fairly recently, I started digging more into genetic programming (GP). Unlike ES & GA, which optimize parameter vectors, GP directly optimizes
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Robert Lange
@RobertTLange
Jul 29
Native Python Object-Oriented Agents: Reusing native Python abstractions for agent development eliminates the learning curve of new frameworks and leverages LLMs' existing Python knowledge, achieving great results on ARC-AGI-3. 1️⃣ Agent-as-Python-object programming model:
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Robert Lange
@RobertTLange
Jul 28
headless-cli v0.5.0 mini-release update 🚀 🐍 Typed Python SDK 📡 Versioned JSON/NDJSON protocol 🐳 Durable Docker sessions 📊 Usage/cost accounting Run Codex, Claude, Pi & more from one headless interface. 🧑‍💻: github.com/RobertTLange/h…
Robert Lange
@RobertTLange
May 4
Happy to share headless-cli 💆: A single light-weight unified interface for headless coding agent execution, including Codex, CC, Pi, OpenCode, Gemini CLI and Cursor Agents. 👉 npx -y @roberttlange/headless codex --prompt "Hello world" 💻 github.com/RobertTLange/h… It supports
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