← Search

Thomas Matrai Balch

2 accepted papers

2024

Dreaming to Assist: Learning to Align with Human Objectives for Shared Control in High-Speed Racing

CoRL 2024poster

Tight coordination is required for effective human-robot teams in domains involving fast dynamics and tactical decisions, such as multi-car racing. In such settings, robot teammates must react to cues of a human teammate's tactical objective to assist in a way that is consistent with the objective…

Cited by 2SourceScholar
2023

Dynamic Multi-Team Racing: Competitive Driving on 1/10-th Scale Vehicles via Learning in Simulation

CoRL 2023poster

Autonomous racing is a challenging task that requires vehicle handling at the dynamic limits of friction. While single-agent scenarios like Time Trials are solved competitively with classical model-based or model-free feedback control, multi-agent wheel-to-wheel racing poses several challenges inclu…

Cited by 6SourceScholar