Hello,
How to minimize a function as an objective function with decision variables, in DQN (deep Q-learning network)?
please let me know if you have any references or suggestions about that.
Thanks
Dear Hamed Hosseiny
Have a look with these articles:
1. https://towardsdatascience.com/double-deep-q-networks-905dd8325412
2. https://www.eventideib.polimi.it/en/events/reducing-q-function-estimation-error-in-dqn-algorithm/
3. https://markelsanz14.medium.com/introduction-to-reinforcement-learning-part-3-q-learning-with-neural-networks-algorithm-dqn-1e22ee928ecd
4. https://www.analyticsvidhya.com/blog/2019/04/introduction-deep-q-learning-python/
5. https://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html
Kind Regards
Qamar Ul Islam
I found these tutorials useful.
https://www.mlq.ai/deep-reinforcement-learning-q-learning/
https://towardsdatascience.com/tutorial-double-deep-q-learning-with-dueling-network-architectures-4c1b3fb7f756
Dear Hamed Hosseiny,
I suggest you to see links on topic.
https://www.eventideib.polimi.it/events/reducing-q-function-estimation-error-in-dqn-algorithm/
https://openreview.net/forum?id=dN_iVr6iNuU
https://arxiv.org/pdf/1611.01929.pdf
Preprint Reducing Overestimation Bias by Increasing Representation Di...
Article Constrained Deep Q-Learning Gradually Approaching Ordinary Q-Learning
Best regards
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