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
- 8/24: Our workshop on building trust in AI systems was accepted to Trustworthy Autonomous Systems 2024
- 5/24: Began Applied Scientist internship at Amazon working on exploration for reinforcement learning
- 5/24: Paper on bisimulation representation learning for RL accepted at the Reinforcement Learning Conference
- 4/24: Named Finalist in the Qualcomm Innovation Fellowship
- 9/22: Awarded Ethical AI Fellowship
- 8/22: started CS PhD at UT Austin
Publications
Harshit Sikchi*, Siddhant Agarwal*, Pranaya Jajoo*, Samyak Parajuli*, Caleb Chuck*, Max Rudolph*, Peter Stone, Amy Zhang, Scott Niekum
ArXiv, 2024
Max Rudolph*, Caleb Chuck*, Kevin Black*, Misha Lvovsky, Scott Niekum, Amy Zhang
Reinforcement Learning Conference, 2024
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
Max Rudolph*,Pierce Howell*,Reza Torbati, Kevin Fu, Harish Ravichandar
Conference on Robot Learning (CoRL), 2023
Joanne Truong, Max Rudolph,, Naoki Yokoyama, Sonia Chernova, Dhruv Batra, Akshara Rai,
Conference on Robot Learning (CoRL), 2022
Max Rudolph, Sonia Chernova, Harish Ravichandar
In Proc. of The International Conference on Intelligent Robots and Systems (IROS), 2021
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.