no code implementations • 14 Dec 2021 • Cameron Hickert, Sirui Li, Cathy Wu
A key takeaway is the potential value of cooperation in enabling the deployment of autonomy at scale.
no code implementations • 3 Nov 2021 • John Mern, Kyle Hatch, Ryan Silva, Cameron Hickert, Tamim Sookoor, Mykel J. Kochenderfer
The proposed deep reinforcement learning approach outperforms a fully automated playbook method in simulation, taking less disruptive actions while also defending more nodes on the network.
no code implementations • 22 Feb 2021 • Brett Daley, Cameron Hickert, Christopher Amato
Our theory prescribes a special non-uniform distribution to cancel this effect, and we propose a stratified sampling scheme to efficiently implement it.