Research Papers


Summaries to recent academic papers.

Learning for Layered Safety-Critical Control with Predictive Control Barrier Functions

Learning for Layered Safety-Critical Control with Predictive Control Barrier Functions

Conference on Learning for Decisions and Control 2025


Dynamic Tube MPC - Learning Tube Dynamics using Massively Parallel Simulation for Robust Practical Safety

Dynamic Tube MPC - Learning Tube Dynamics using Massively Parallel Simulation for Robust Practical Safety

International Conference on Robotics and Automation 2025


Constructive Control of Underactuated Systems via Zero Dynamics Policies

Constructive Control of Underactuated Systems via Zero Dynamics Policies

Control and Decisions Conference 2024


Robust Agility via Learned Zero Dynamics Policies

Robust Agility via Learned Zero Dynamics Policies

International Conference on Intelligent Robots and Systems 2024