## Play games using Reinforcement Learning and Artificial Neural Networks with Experience Replay

- Meng Xu, Haobin Shi, Yao Wang
- 2018 IEEE/ACIS 17th International Conference onâ€¦
- 2018

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@article{AlTamimi2007ModelfreeQD, title={Model-free Q-learning designs for discrete-time zero-sum games with application to H-infinity control}, author={Asma Al-Tamimi and Frank L. Lewis and Murad Abu-Khalaf}, journal={2007 European Control Conference (ECC)}, year={2007}, pages={1668-1675} }

- Published 2007 in 2007 European Control Conference (ECC)

In this paper, the optimal strategies for discrete-time linear system quadratic zero-sum games related to the H-infinity optimal control problem are solved in forward time without knowing the system dynamical matrices. The idea is to solve for an action dependent value function Q(x,u,w) of the zero-sum game instead of solving for the state dependent value function V(x) which satisfies a corresponding game algebraic Riccati equation (GARE). Since the state and actions spaces are continuous, twoâ€¦Â CONTINUE READING

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