Stevens Institute of Technology Student • Researcher • Developer

Hi, I’m Alice Agnoletto.

I’m a student, researcher, and developer building practical ML + software systems. Lately focused on multi-agent reinforcement learning benchmarking, simulation environments, and full-stack data tools.

See projects Get in touch
alice@stevens:~ $ cat about.md

# Current focus
Benchmarking MARL algorithms across environments (CleanRL + MARLlib), emphasizing reproducibility, clean wrappers, and fair comparisons.

# Interests
ML systems • reinforcement learning • simulation tooling • data pipelines • clear interfaces.

# Status
This site is a lightweight home base — projects and write-ups are added as they mature.

Projects

MARL Benchmark Platform

A framework for fair comparison of MARL algorithms across categorized environments, with consistent configs and reliable metrics.

  • CleanRL
  • MARLlib
  • Reproducibility
Active

SUMO-RL × MARLlib Integration

Traffic signal control experiments using SUMO-RL environments wrapped for MARLlib with repeatable training setups.

  • SUMO-RL
  • PettingZoo
  • IPPO
WIP

Spotify Wrapped Builder

Turn Spotify data takeouts into enriched, “Wrapped”-style stats using clean data pipelines and a simple UI.

  • Node / Express
  • OAuth (PKCE)
  • React
Prototype

Contact

Interested in collaboration or swapping notes on ML systems and simulation tooling?

GitHub LinkedIn Email me