publications
2023
- An Overview of a Framework for Designing Robot Autonomy Stacks in Simulation2023ECCOMAS Thematic Conference on Multibody Dynamics
- A Case Study in the Sim to Real Gap When Designing PID and MPC Controllers in Simulation2023ECCOMAS Thematic Conference on Multibody Dynamics
2022
- A software toolkit and hardware platform for investigating and comparing robot autonomy algorithms in simulation and realityIn IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
- A Geographically Distributed Simulation Framework for the Analysis of Mixed Traffic Scnearios Involving Conventional and Autonomous VehiclesIn SAE World Congress Experience - Occupant. Protection: Safety Test and Simulation Methods and Applications, 2022
- Enabling Artificial Intelligence Studies in Off-Road Mobility Through Physics-Based Simulation of Multi-Agent ScenariosJournal of Computational and Nonlinear Dynamics, 2022
- Autonomy Research Testbed and a Simulation Toolkit2022Computing in Engineering Forum, Machine-Ground Consortium
2021
- End-to-end learning for off-road, deformable terrain navigation using the Chrono open-source simulation platformIn International Society for Terrain-Vehicle Systems, 2021
- PyChrono and Gym-Chrono: a Deep Reinforcement Learning framework leveraging Multibody Dynamics to control Autonomous Vehicles and RobotsIn International Nonlinear Dynamics Conference, 2021
- End-to-end learning for off-road terrain navigation using the Chrono open-source simulation platformMultibody System Dynamics, 2021
- Overview of Wisconsin Autonomous project, a team effort undertaken by the UW-Madison undergraduate students2021Computing in Engineering Forum, Machine-Ground Consortium
- Enabling Artificial Intelligence Studies in Off-Road Mobility Through Physics-Based Simulation of Multi-Agent Scenarios2021International Conference on Multibody Systems, Nonlinear Dynamics, and Control
- Enabling Artificial Intelligence Studies in Off-Road Mobility Through Physics-Based Simulation of Multi-Agent Scenarios2021ECCOMAS Multibody Dynamics
2020
- Synchrono: A Scalable, Physics-Based Simulation Platform for Testing Groups of Autonomous Vehicles And/or RobotsIn International Conference on Multibody Systems, Nonlinear Dynamics, and Control, 2020
- Enabling Artificial Intelligence Studies in Off-Road Mobility Through Physics-Based Simulation of Multi-Agent ScenariosIn NDIA Ground Vehicle Systems Engineering and Technology Symposium, 2020
- SynChrono: An MPI-Based, Scalable Physics-Based Simulation Framework for Autonomous Vehicles Operating in Off-Road ConditionsIn ACM/IEEE Supercomputing Conference, 2020
- Advanced Control for Autonomous Driving2020Computing in Engineering Forum, Machine-Ground Consortium
2019
- Autonomous RC Vehicle2019Computing in Engineering Forum, Machine-Ground Consortium
- Developing Control Strategies for a 1/6th Scale Autonomous Vehicle using Simulation in Chrono2019Computing in Engineering Forum, Machine-Ground Consortium