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RobertTLange/README.md

Scholar Badge

Hi there πŸ€— I am Rob - a Staff Research Scientist @SakanaAI & PhD student @ TU Berlin.
I work on automated scientific discovery, meta-optimization, hardware-accelerated evolution 🧬.
Previously, I was a Graduate Student Researcher @ Google DM (TKY πŸ—Ό) & interned @ Legacy DM (LDN πŸ‡¬πŸ‡§).

Projects

  • πŸ§‘β€πŸ”¬ Agentic Scientist - Orchestration of coding agents for scientific (co-)discovery
  • πŸ§‘β€πŸ”¬ AI Scientist v2 - End-to-end agentic research with tree search and template-free
  • πŸ‘¨β€πŸ”¬ AI Scientist v1 - End-to-end agentic research + paper-writing based on code template
  • 🧬 ShinkaEvolve - Sample-efficient LLM-driven code evolution for discovery
  • πŸ€– headless-cli - Single unified CLI for headless coding agent execution
  • πŸ”Ž agentlens - Local in-depth observability for coding-agent session traces
  • πŸ“ˆ autotune - Agent-assisted hyperparameter optimization
  • πŸ™‹ ask-cli - Have agents answer questions about installed CLI tools
  • πŸ”Œ agents.nvim - A neovim plugin for coding agents (claude, codex, etc.)
  • πŸ“‹ todui - Local-first terminal todo sessions with a TUI for human/agent collaboration
  • πŸ—£οΈ hibiki - An agent-first text-to-speech MacOS app to let your agents speak via the CLI
  • 🦎 evosax - Hardware-accelerated JAX-based evolutionary optimization algorithms
  • πŸ‹οΈ gymnax - Hardware-accelerated JAX-based reinforcement learning environments
  • πŸ”Ί mle-infrastructure - Lightweight workflow for ML experimentation with minimal overhead

Pinned Loading

  1. evosax evosax Public

    Evolution Strategies in JAX 🦎

    Python 800 64

  2. gymnax gymnax Public

    RL Environments in JAX 🌍

    Python 934 103

  3. SakanaAI/AI-Scientist SakanaAI/AI-Scientist Public

    The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery πŸ§‘β€πŸ”¬

    Jupyter Notebook 14.8k 2.1k

  4. SakanaAI/AI-Scientist-v2 SakanaAI/AI-Scientist-v2 Public

    The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

    Python 7.4k 1k

  5. SakanaAI/AI-Scientist-v3 SakanaAI/AI-Scientist-v3 Public

    The Agentic Scientist: Orchestrating Coding Agents for Automated Scientific (Co-)Discovery

    Python 365 60

  6. SakanaAI/ShinkaEvolve SakanaAI/ShinkaEvolve Public

    ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution 🧬

    Python 1.5k 289