mdp2

代码说明：

说明：  利用马尔可夫决策过程求解动态规划问题，希望对大家有所帮助(Using Markov Decision Process to Solve Dynamic Programming Problem, I hope it will be helpful to all of you.)

文件列表：

mdp2\Markov-Decision-Processes-master\.gitignore, 1157 , 2017-12-23
mdp2\Markov-Decision-Processes-master\data\rewards.csv, 138 , 2017-12-23
mdp2\Markov-Decision-Processes-master\data\transitions.csv, 1986 , 2017-12-23
mdp2\Markov-Decision-Processes-master\LICENSE, 35147 , 2017-12-23
mdp2\Markov-Decision-Processes-master\mdp.py, 3709 , 2017-12-23
mdp2\Markov-Decision-Processes-master\README.md, 982 , 2017-12-23
mdp2\MDP-DP-RL-master\.gitignore, 18 , 2019-05-12
mdp2\MDP-DP-RL-master\README.md, 7258 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\adp\adp.py, 9668 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\adp\adp_alt.py, 9925 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\adp\adp_pg.py, 15760 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\adp\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\backward_adp.py, 2818 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\backward_dp.py, 4106 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\dp\dp_analytic.py, 2031 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\dp\dp_base.py, 2758 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\dp\dp_numeric.py, 2363 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\dp\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\func_approx_spec.py, 2505 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\helper_funcs.py, 5298 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\opt_base.py, 967 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_func_approx\lspi.py, 7714 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_func_approx\monte_carlo.py, 7666 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_func_approx\rl_func_approx_base.py, 3218 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_func_approx\td0.py, 7388 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_func_approx\tdlambda.py, 10161 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_func_approx\tdlambda_exact.py, 10547 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_func_approx\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_pg\pg.py, 14288 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_tabular\monte_carlo.py, 7239 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_tabular\rl_tabular_base.py, 2016 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_tabular\td0.py, 7025 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_tabular\tdlambda.py, 7681 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\rl_tabular\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\tabular_base.py, 2033 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\td_algo_enum.py, 124 , 2019-05-12
mdp2\MDP-DP-RL-master\src\algorithms\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\american_pricing\american_pricing.py, 23126 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\american_pricing\bs_pricing.py, 2680 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\american_pricing\grid_pricing.py, 6858 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\american_pricing\num_utils.py, 4910 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\american_pricing\vanilla_american_test.py, 5665 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\clearance_pricing.py, 5543 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\inv_control.py, 7715 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\port_opt\merton_portfolio.py, 12096 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\port_opt\port_opt.py, 15321 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\port_opt\single_asset_cara.py, 8421 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\price_control.py, 1327 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\run_all_algorithms.py, 12392 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\windy_grid.py, 9207 , 2019-05-12
mdp2\MDP-DP-RL-master\src\examples\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\func_approx\dnn.py, 10439 , 2019-05-12
mdp2\MDP-DP-RL-master\src\func_approx\dnn_spec.py, 2212 , 2019-05-12
mdp2\MDP-DP-RL-master\src\func_approx\eligibility_traces.py, 3209 , 2019-05-12
mdp2\MDP-DP-RL-master\src\func_approx\func_approx_base.py, 4127 , 2019-05-12
mdp2\MDP-DP-RL-master\src\func_approx\linear_approx.py, 4183 , 2019-05-12
mdp2\MDP-DP-RL-master\src\func_approx\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\det_policy.py, 699 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mdp.py, 5836 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mdp_refined.py, 6739 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mdp_rep_for_adp.py, 848 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mdp_rep_for_adp_pg.py, 1031 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mdp_rep_for_rl_fa.py, 1456 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mdp_rep_for_rl_pg.py, 665 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mdp_rep_for_rl_tabular.py, 1443 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mp.py, 1765 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mp_funcs.py, 8227 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mrp.py, 2335 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\mrp_refined.py, 1102 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\policy.py, 1362 , 2019-05-12
mdp2\MDP-DP-RL-master\src\processes\__init__.py, 0 , 2019-05-12
mdp2\MDP-DP-RL-master\src\utils\beta_distribution.py, 1786 , 2019-05-12
mdp2\MDP-DP-RL-master\src\utils\generic_typevars.py, 62 , 2019-05-12
mdp2\MDP-DP-RL-master\src\utils\gen_utils.py, 2913 , 2019-05-12
mdp2\MDP-DP-RL-master\src\utils\standard_typevars.py, 3217 , 2019-05-12
mdp2\MDP-DP-RL-master\src\utils\__init__.py, 0 , 2019-05-12
mdp2\mdp工具包文件.pdf, 567113 , 2019-05-25
mdp2\pymdptoolbox-master\.gitignore, 66 , 2015-04-14
mdp2\pymdptoolbox-master\.travis.yml, 2188 , 2015-04-14
mdp2\pymdptoolbox-master\docs\api\example.rst, 116 , 2015-04-14
mdp2\pymdptoolbox-master\docs\api\mdp.rst, 112 , 2015-04-14
mdp2\pymdptoolbox-master\docs\api\mdptoolbox.rst, 108 , 2015-04-14
mdp2\pymdptoolbox-master\docs\api\util.rst, 113 , 2015-04-14
mdp2\pymdptoolbox-master\docs\conf.py, 10423 , 2015-04-14
mdp2\pymdptoolbox-master\docs\index.rst, 226 , 2015-04-14
mdp2\pymdptoolbox-master\docs\make.bat, 7300 , 2015-04-14
mdp2\pymdptoolbox-master\docs\Makefile, 7521 , 2015-04-14
mdp2\pymdptoolbox-master\docs\requirements.txt, 30 , 2015-04-14
mdp2\pymdptoolbox-master\LICENSE.txt, 1540 , 2015-04-14
mdp2\pymdptoolbox-master\README.rst, 6871 , 2015-04-14
mdp2\pymdptoolbox-master\runtests.sh, 236 , 2015-04-14
mdp2\pymdptoolbox-master\setup.py, 1831 , 2015-04-14
mdp2\pymdptoolbox-master\src\examples\bigsql.py, 2273 , 2015-04-14
mdp2\pymdptoolbox-master\src\examples\firemdp.py, 13472 , 2015-04-14
mdp2\pymdptoolbox-master\src\examples\README.rst, 55 , 2015-04-14
mdp2\pymdptoolbox-master\src\examples\tictactoe.py, 5513 , 2015-04-14
mdp2\pymdptoolbox-master\src\experimental\mdpsql.py, 12349 , 2015-04-14
mdp2\pymdptoolbox-master\src\experimental\test_mdpsql.py, 25 , 2015-04-14
mdp2\pymdptoolbox-master\src\mdptoolbox\error.py, 3645 , 2015-04-14
mdp2\pymdptoolbox-master\src\mdptoolbox\example.py, 15234 , 2015-04-14