no code implementations • 10 Jun 2020 • Shray Bansal, Jin Xu, Ayanna Howard, Charles Isbell
We showed that using a Bayesian approach to infer the equilibrium enables the robot to complete the task with less than half the number of collisions while also reducing the task execution time as compared to the best baseline.
no code implementations • 2 May 2020 • Shray Bansal, Rhys Newbury, Wesley Chan, Akansel Cosgun, Aimee Allen, Dana Kulić, Tom Drummond, Charles Isbell
We compare two robot modes in a shared table pick-and-place task: (1) Task-oriented: the robot only takes actions to further its own task objective and (2) Supportive: the robot sometimes prefers supportive actions to task-oriented ones when they reduce future goal-conflicts.
1 code implementation • ICCV 2019 • Amirreza Shaban, Amir Rahimi, Shray Bansal, Stephen Gould, Byron Boots, Richard Hartley
We model the selection as an energy minimization problem with unary and pairwise potential functions.
no code implementations • 7 Aug 2018 • Shray Bansal, Akansel Cosgun, Alireza Nakhaei, Kikuo Fujimura
Driving is a social activity: drivers often indicate their intent to change lanes via motion cues.
7 code implementations • 11 Sep 2017 • Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots
Low-shot learning methods for image classification support learning from sparse data.