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Suvansh Sanjeev

2 accepted papers

2021

Scalable Learning of Safety Guarantees for Autonomous Systems using Hamilton-Jacobi Reachability

ICRA 2021poster

Autonomous systems like aircraft and assistive robots often operate in scenarios where guaranteeing safety is critical. Methods like Hamilton-Jacobi reachability can provide guaranteed safe sets and controllers for such systems. However, often these same scenarios have unknown or uncertain environme…

Cited by 48SourceScholar
2019

Guiding Policies with Language via Meta-Learning

ICLR 2019poster

Behavioral skills or policies for autonomous agents are conventionally learned from reward functions, via reinforcement learning, or from demonstrations, via imitation learning. However, both modes of task specification have their disadvantages: reward functions require manual engineering, while dem…

Cited by 75SourcePDFScholar