Search Results for author: John Rogers

Found 3 papers, 2 papers with code

WayFAST: Navigation with Predictive Traversability in the Field

1 code implementation22 Mar 2022 Mateus Valverde Gasparino, Arun Narenthiran Sivakumar, Yixiao Liu, Andres Eduardo Baquero Velasquez, Vitor Akihiro Hisano Higuti, John Rogers, Huy Tran, Girish Chowdhary

We present a self-supervised approach for learning to predict traversable paths for wheeled mobile robots that require good traction to navigate.

Navigate

Strategic Maneuver and Disruption with Reinforcement Learning Approaches for Multi-Agent Coordination

no code implementations17 Mar 2022 Derrik E. Asher, Anjon Basak, Rolando Fernandez, Piyush K. Sharma, Erin G. Zaroukian, Christopher D. Hsu, Michael R. Dorothy, Thomas Mahre, Gerardo Galindo, Luke Frerichs, John Rogers, John Fossaceca

Reinforcement learning (RL) approaches can illuminate emergent behaviors that facilitate coordination across teams of agents as part of a multi-agent system (MAS), which can provide windows of opportunity in various military tasks.

reinforcement-learning Reinforcement Learning (RL)

Distributed Mapping with Privacy and Communication Constraints: Lightweight Algorithms and Object-based Models

1 code implementation11 Feb 2017 Siddharth Choudhary, Luca Carlone, Carlos Nieto, John Rogers, Henrik I. Christensen, Frank Dellaert

Our field tests show that the combined use of our distributed algorithms and object-based models reduces the communication requirements by several orders of magnitude and enables distributed mapping with large teams of robots in real-world problems.

Sensor Fusion

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