Search Results for author: Collin Farquhar

Found 2 papers, 1 papers with code

Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning

1 code implementation13 May 2022 Collin Farquhar, Prem Sagar Pattanshetty Vasanth Kumar, Anu Jagannath, Jithin Jagannath

An agent may decide to transmit a certain number of steps into the future, but this decision is not communicated to the other agents, so it the task of the individual agents to attempt to transmit at appropriate times.

Multi-agent Reinforcement Learning reinforcement-learning +1

MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio

no code implementations9 Apr 2022 Jithin Jagannath, Kian Hamedani, Collin Farquhar, Keyvan Ramezanpour, Anu Jagannath

More significantly, as the primary goal, this is the first work that has established the feasibility of deploying DRL to provide optimized distributed resource allocation for next-generation of GPU-embedded radios.

OpenAI Gym

Cannot find the paper you are looking for? You can Submit a new open access paper.