Publications

Equal contribution is denoted by *

2026

  1. graphon.jpg
    Graphon Mean-Field Subsampling for Cooperative Heterogeneous Multi-Agent Reinforcement Learning
    Emile Timothy Anand, Richard Hoffmann, Sarah Liaw, and 1 more author
    In The Eighteenth Workshop on Adaptive and Learning Agents, 2026
  2. llm_tools.png
    Learning to Coordinate Symbolic Tools: LLM Agents for Verified Sum-of-Squares Certificates
    Bohan Chen, Shivam N. Patel, Richard Hoffmann, and 2 more authors
    2026

2025

  1. mab.jpg
    Practical Adversarial Attacks on Stochastic Bandits via Fake Data Injection
    Qirun Zeng, Eric He, Richard Hoffmann, and 2 more authors
    arXiv preprint, 2025
  2. pop_code.jpg
    Object-Pose Estimation With Neural Population Codes
    Heiko Hoffmann and Richard Hoffmann
    arXiv preprint, 2025