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Taylor Kessler Faulkner

2 accepted papers

2020

TASC: Teammate Algorithm for Shared Cooperation

IROS 2020poster

For robots to be perceived as full-fledged team members, they must display intelligent behavior along multiple dimensions. One challenge is that even when the robot and human are on the same team, the interaction may not feel like teamwork to the human. We present a novel algorithm, Teammate Algorit…

Cited by 5SourceScholar
2018

Policy Shaping with Supervisory Attention Driven Exploration

IROS 2018poster

Robots deployed for long periods of time need to be able to explore and learn from their environment. One approach to this problem has been reinforcement learning (RL), in which robots receive rewards from the environment that allow them to choose optimal actions. To speed learning when human superv…

Cited by 14SourceScholar