19 citations · 34 across the 11 of their papers we have counts for
3 papers · 1 filter
Self-Reflective Terrain-Aware Robot Adaptation for Consistent Off-Road Ground Navigation
Sriram Siva, Maggie Wigness, John G. Rogers +2
Ground robots require the crucial capability of traversing unstructured and unprepared terrains and avoiding obstacles to complete tasks in real-world robotics applications such as…
Risk Averse Bayesian Reward Learning for Autonomous Navigation from Human Demonstration
Christian Ellis, Maggie Wigness, John G. Rogers +2
Traditional imitation learning provides a set of methods and algorithms to learn a reward function or policy from expert demonstrations. Learning from demonstration has been shown…
Robot Adaptation for Generating Consistent Navigational Behaviors over Unstructured Off-Road Terrain
Sriram Siva, Maggie Wigness, John G. Rogers +1
Terrain adaptation is an essential capability for a ground robot to effectively traverse unstructured off-road terrain in real-world field environments such as forests. However, th…