We are the Interactive Robotics Group at MIT, a part of the Computer Science and Artificial Intelligence Laboratory (CSAIL) and the Aero/Astro Department.
** New ICLR Spotlight Paper 2023 **
Excited to announce our work building inherently interpretable Deep RL agents that doesn't sacrifice performance, and calibrates appropriate user trust.
(details below...)
openreview.net/forum?id=hWwY_…
By @EoinKNNy, @MycalTucker, and @julie_a_shah
How to guarantee successful imitation of multi-step tasks despite arbitrary perturbations?
1-2 demos + a logic formula of task specification.
See our #CoRL2022 oral talk today at 4:30p!
Paper: yanweiw.github.io/tli (with @robo_kween @shenli_robotics @ankitjs@julie_a_shah)
Excited to share our latest paper to appear at NAACL this year, ExSum: From Local Explanations to Model Understanding, in collaboration with Marco Tulio Ribeiro from Microsoft Research.