no code implementations • 4 May 2023 • Boling Yang, Liyuan Zheng, Lillian J. Ratliff, Byron Boots, Joshua R. Smith
Autocurricular training is an important sub-area of multi-agent reinforcement learning~(MARL) that allows multiple agents to learn emergent skills in an unsupervised co-evolving scheme.
no code implementations • 29 Oct 2022 • Eric J. Carlson, Joshua R. Smith
This paper presents a complete closed-form analytical model for determining the per-cycle energy consumption of stepwise adiabatic drivers used for driving a capacitive load such as a power FET gate.
no code implementations • 14 Feb 2022 • Boling Yang, Patrick E. Lancaster, Siddhartha S. Srinivasa, Joshua R. Smith
Benchmarks for robot manipulation are crucial to measuring progress in the field, yet there are few benchmarks that demonstrate critical manipulation skills, possess standardized metrics, and can be attempted by a wide array of robot platforms.
no code implementations • 14 Feb 2022 • Boling Yang, Golnaz Habibi, Patrick E. Lancaster, Byron Boots, Joshua R. Smith
This project aims to motivate research in competitive human-robot interaction by creating a robot competitor that can challenge human users in certain scenarios such as physical exercise and games.
Multi-agent Reinforcement Learning Reinforcement Learning (RL)
no code implementations • 10 Sep 2021 • Zerina Kapetanovic, Deepak Vasisht, Tusher Chakraborty, Joshua R. Smith, Ranveer Chandra
Yet, for a given network that supports hundreds of devices over multiple miles, the network operator typically needs to specify the same configuration or among a small subset of configurations for all the client devices to communicate with the gateway.
no code implementations • 1 Dec 2020 • Kedi Yan, Gregory E. Moore, Joshua R. Smith
To increase the transmission distance of Wireless Power Transfer (WPT) systems, we provide guidelines on choosing the optimal location of an Intermediate Coil with respect to size within a standard five-coil axially aligned experimental setup.
Signal Processing
1 code implementation • 13 Aug 2020 • Homagni Saha, Sin Yon Tan, Ali Saffari, Mohamad Katanbaf, Joshua R. Smith, Soumik Sarkar
We propose a combined few shot learning and clustering algorithm to address this challenge that has very low commissioning and maintenance cost.
no code implementations • 27 Jul 2017 • Saman Naderiparizi, Mehrdad Hessar, Vamsi Talla, Shyamnath Gollakota, Joshua R. Smith
We prototype our wireless camera using off-the-shelf hardware and show that our design can stream video at up to 13 FPS and can operate up to a distance of 150 feet from the access point.