About Me

I am a PhD student at UT Austin advised by Amy Zhang working on deep reinforcement learning. I was supported by the NSF Ethical AI Fellowship. I am interested in all sorts of deep reinforcement learning problems but recently I’ve been thinking about unsupervised learning within decision-making contexts and applying those tools to large-scale robot learning.

Previously, I did work in the Structured Techniques for Algorithmic Robotics lab (STAR) with Professor Harish Ravichandar and the Robot Autonomy and Interactive Learning lab (RAIL) with Professor Sonia Chernova. I also worked closely with Robotics PhD student Joanne Truong on sim2real for legged robotics.

Detailed C.V. (updated March 2025)

Education

  • PhD in Computer Science, UT Austin, 2022 -
  • M.S. in Electrical and Computer Engineering, Georgia Institute of Technology, 2020-2021
  • B.S. in Electrical Engineering and Minor in Robotics, Georgia Institute of Technology, 2016-2020

News

Publications

  • RL Zero: Zero-Shot Language to Behaviors without any Supervision
    Harshit Sikchi*, Siddhant Agarwal*, Pranaya Jajoo*, Samyak Parajuli*, Caleb Chuck*, Max Rudolph*, Peter Stone, Amy Zhang, Scott Niekum
    ArXiv, 2024
  • Learning Action-based Representations Using Invariance
    Max Rudolph*, Caleb Chuck*, Kevin Black*, Misha Lvovsky, Scott Niekum, Amy Zhang
    Reinforcement Learning Conference, 2024
  • Robot Air Hockey: A Manipulation Testbed for Robot Learning with Reinforcement Learning
    Caleb Chuck*, Carl Qi*, Michael Joseph Munje*, Shuozhe Li*, Max Rudolph*, Chang Shi*, Siddhant Agarwal*, Harshit Sikchi*, Abhinav Peri, Sarthak Dayal, Evan Kuo, Kavan Mehta, Anthony Wang, Peter Stone, Amy Zhang, Scott Niekum
  • Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities
    Max Rudolph*,Pierce Howell*,Reza Torbati, Kevin Fu, Harish Ravichandar
    Conference on Robot Learning (CoRL), 2023
  • Rethinking Sim2Real: Lower Fidelity Simulation Leads to Higher Sim2Real Transfer in Navigation
    Joanne Truong, Max Rudolph,, Naoki Yokoyama, Sonia Chernova, Dhruv Batra, Akshara Rai,
    Conference on Robot Learning (CoRL), 2022
  • Desperate Times Call for Desperate Measures: Towards Risk-Adaptive Task Allocation
    Max Rudolph, Sonia Chernova, Harish Ravichandar
    In Proc. of The International Conference on Intelligent Robots and Systems (IROS), 2021
  • Range Limited Coverage Control using Air-Ground Multi-Robot Teams
    Max Rudolph, Sean Wilson, Magnus Egerstedt
    In Proc. of The International Conference in Robotics and Automation (ICRA), 2021.
  • In the Media

    I was part of an intern spotlight while working on Mars2020 at the Jet Propulsion Lab.

    When not herding robots…

    I like to play tennis and bake.

    Joshua Tree National Park

    Joshua Tree NP

    Everglades National Park

    Everglades NP