Search Results for author: Vijay Govindarajan

Found 3 papers, 0 papers with code

Stochastic MPC with Dual Control for Autonomous Driving with Multi-Modal Interaction-Aware Predictions

no code implementations6 Aug 2022 Siddharth H. Nair, Vijay Govindarajan, Theresa Lin, Yan Wang, Eric H. Tseng, Francesco Borrelli

The proposed approach is demonstrated on a longitudinal control example, with uncertainties in predictions of the autonomous and surrounding vehicles.

Autonomous Driving

Stochastic MPC with Multi-modal Predictions for Traffic Intersections

no code implementations20 Sep 2021 Siddharth H. Nair, Vijay Govindarajan, Theresa Lin, Chris Meissen, H. Eric Tseng, Francesco Borrelli

The use of feedback policies for prediction is motivated by the need for reduced conservatism in handling multi-modal predictions of the surrounding vehicles, especially prevalent in traffic intersection scenarios.

Autonomous Driving Collision Avoidance +1

ParkPredict: Motion and Intent Prediction of Vehicles in Parking Lots

no code implementations21 Apr 2020 Xu Shen, Ivo Batkovic, Vijay Govindarajan, Paolo Falcone, Trevor Darrell, Francesco Borrelli

We investigate the problem of predicting driver behavior in parking lots, an environment which is less structured than typical road networks and features complex, interactive maneuvers in a compact space.

Cannot find the paper you are looking for? You can Submit a new open access paper.