Search Results for author: Samir Wadhwania

Found 3 papers, 1 papers with code

A Distributed Pipeline for Scalable, Deconflicted Formation Flying

1 code implementation4 Mar 2020 Parker C. Lusk, Xiaoyi Cai, Samir Wadhwania, Aleix Paris, Kaveh Fathian, Jonathan P. How

While solutions using onboard localization address the dependency on external infrastructure, the associated coordination strategies typically lack collision avoidance and scalability.

Robotics Multiagent Systems

Interactive Robot Training for Non-Markov Tasks

no code implementations4 Mar 2020 Ankit Shah, Samir Wadhwania, Julie Shah

Defining sound and complete specifications for robots using formal languages is challenging, while learning formal specifications directly from demonstrations can lead to over-constrained task policies.

Active Learning

Policy Distillation and Value Matching in Multiagent Reinforcement Learning

no code implementations15 Mar 2019 Samir Wadhwania, Dong-Ki Kim, Shayegan Omidshafiei, Jonathan P. How

Multiagent reinforcement learning algorithms (MARL) have been demonstrated on complex tasks that require the coordination of a team of multiple agents to complete.

reinforcement-learning Reinforcement Learning (RL)

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