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07/16/2021
Reinforcement Learning for Adaptive Optimal Stationary Control of Linear Stochastic Systems
This paper studies the adaptive optimal stationary control of continuous...
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08/25/2020
Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation
This paper studies the robustness aspect of reinforcement learning algor...
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06/01/2020
Temporal-Differential Learning in Continuous Environments
In this paper, a new reinforcement learning (RL) method known as the met...
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05/19/2020
Robust Policy Iteration for Continuous-time Linear Quadratic Regulation
This paper studies the robustness of policy iteration in the context of ...
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06/29/2019