…book on MDP's is "Markov Decision Processes: Discrete Stochastic Dynamic Programming by Martin Puterman". It's fairly mathematical and is for grad-level learning. An alternative is another superb book "Dynamic Programming and Optimal Control" by Dimitri Bersekas. A more accessible book is "Approximate Dynamic Programming" by Warren Powell. I'm not sure if you know what a Markov chain is? Very roughly, any kind of data which changes its…
Bertsekas 早期写的书（《Dynamic Programming and Optimal Control》加上和 Tsitsiklis 合著的《Neurodynamic Programming》）都是绝佳的参考资料，里面汇集了大量深刻见解和结论，不然你得自己去文献海里捞。我非常期待能看到一本专注于……
Bertsekas' earlier books (Dynamic Programming and Optimal Control + Neurodynamic Programming w/ Tsitsiklis) are great references and collect many insights & results that you'd otherwise have to trawl the literature for. I'm very interested to see what a book focused…
……关于 MDP 的书是 Martin Puterman 的《Markov Decision Processes: Discrete Stochastic Dynamic Programming》。这本书数学味挺浓，适合研究生阶段学习。另一个备选是 Dimitri Bersekas 写的另一本神作《Dynamic Programming and Optimal Control》。更通俗易懂的书是 Warren Powell 的《Approximate Dynamic Programming》。我不知道你清不清楚什么是马尔可夫链？非常粗略地说，任何状态会发生改变的数据……
…book on MDP's is "Markov Decision Processes: Discrete Stochastic Dynamic Programming by Martin Puterman". It's fairly mathematical and is for grad-level learning. An alternative is another superb book "Dynamic Programming and Optimal Control" by Dimitri Bersekas. A more accessible book is "Approximate Dynamic Programming" by Warren Powell. I'm not sure if you know what a Markov chain is? Very roughly, any kind of data which changes its…
Bertsekas 早期写的书（《Dynamic Programming and Optimal Control》加上和 Tsitsiklis 合著的《Neurodynamic Programming》）都是绝佳的参考资料，里面汇集了大量深刻见解和结论，不然你得自己去文献海里捞。我非常期待能看到一本专注于……
Bertsekas' earlier books (Dynamic Programming and Optimal Control + Neurodynamic Programming w/ Tsitsiklis) are great references and collect many insights & results that you'd otherwise have to trawl the literature for. I'm very interested to see what a book focused…