'Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity', by Ali Kara, Naci Saldi, Serdar Yüksel.

http://jmlr.org/papers/v24/21-1457.html

#quantization #quantized #mdps

'Provably Sample-Efficient Model-Free Algorithm for MDPs with Peak Constraints', by Qinbo Bai, Vaneet Aggarwal, Ather Gattami.

http://jmlr.org/papers/v24/21-0117.html

#mdps #markov #pcmdp