Search Results for author: Linda Bushnell

Found 4 papers, 1 papers with code

Safety-Critical Online Control with Adversarial Disturbances

no code implementations20 Sep 2020 Bhaskar Ramasubramanian, Baicen Xiao, Linda Bushnell, Radha Poovendran

We propose an iterative approach to the synthesis of the controller by solving a modified discrete-time Riccati equation.

Stochastic Dynamic Information Flow Tracking Game using Supervised Learning for Detecting Advanced Persistent Threats

1 code implementation24 Jul 2020 Shana Moothedath, Dinuka Sahabandu, Joey Allen, Linda Bushnell, Wenke Lee, Radha Poovendran

Our game model has imperfect information as the players do not have information about the actions of the opponent.

Computer Science and Game Theory Cryptography and Security

Potential-Based Advice for Stochastic Policy Learning

no code implementations20 Jul 2019 Baicen Xiao, Bhaskar Ramasubramanian, Andrew Clark, Hannaneh Hajishirzi, Linda Bushnell, Radha Poovendran

This paper augments the reward received by a reinforcement learning agent with potential functions in order to help the agent learn (possibly stochastic) optimal policies.

Q-Learning

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