A Fully Data-Driven Value Iteration for Stochastic LQR: Convergence, Robustness and Stability

Leilei Cui, Zhong-Ping Jiang, Petter N. Kolm +1

Unlike traditional model-based reinforcement learning approaches that estimate system parameters from data, non-model-based data-driven control learns the optimal policy directly f…