强化学习简易代码。Matlab环境,初学者,仅供参考。
资源文件列表
matlabCode(1st_edition)/Code/Chapter_2/binary_bandit_exps.m , 5861
matlabCode(1st_edition)/Code/Chapter_2/binary_bandit_exps_Script.m , 791
matlabCode(1st_edition)/Code/Chapter_2/exercise_2_11.m , 5069
matlabCode(1st_edition)/Code/Chapter_2/exercise_2_11_Script.m , 568
matlabCode(1st_edition)/Code/Chapter_2/exercise_2_5.m , 4415
matlabCode(1st_edition)/Code/Chapter_2/exercise_2_7.m , 4056
matlabCode(1st_edition)/Code/Chapter_2/exercise_2_7_Script.m , 1159
matlabCode(1st_edition)/Code/Chapter_2/n_armed_testbed.m , 4603
matlabCode(1st_edition)/Code/Chapter_2/n_armed_testbed_softmax.m , 5122
matlabCode(1st_edition)/Code/Chapter_2/opt_initial_values.m , 3739
matlabCode(1st_edition)/Code/Chapter_2/opt_initial_values_Script.m , 777
matlabCode(1st_edition)/Code/Chapter_2/persuit_method.m , 5405
matlabCode(1st_edition)/Code/Chapter_2/persuit_method_Script.m , 570
matlabCode(1st_edition)/Code/Chapter_2/reinforcement_comparison_methods.m , 4663
matlabCode(1st_edition)/Code/Chapter_2/reinforcement_comparison_methods_Script.m , 865
matlabCode(1st_edition)/Code/Chapter_2/sample_discrete.m , 962
matlabCode(1st_edition)/Code/Chapter_2/Unfinished/exercise_2_14.m , 5405
matlabCode(1st_edition)/Code/Chapter_2/Unfinished/exercise_2_14_Script.m , 569
matlabCode(1st_edition)/Code/Chapter_3/rr_action_bellman.m , 2712
matlabCode(1st_edition)/Code/Chapter_3/rr_state_bellman.m , 2083
matlabCode(1st_edition)/Code/Chapter_4/cmpt_P_and_R.m , 2300
matlabCode(1st_edition)/Code/Chapter_4/ex_4_2_sys_solv.m , 301
matlabCode(1st_edition)/Code/Chapter_4/ex_4_5_policy_evaluation.m , 2771
matlabCode(1st_edition)/Code/Chapter_4/ex_4_5_policy_improvement.m , 3893
matlabCode(1st_edition)/Code/Chapter_4/ex_4_5_rhs_state_value_bellman.m , 1422
matlabCode(1st_edition)/Code/Chapter_4/ex_4_5_Script.m , 3162
matlabCode(1st_edition)/Code/Chapter_4/gam_final_policy.eps , 18974
matlabCode(1st_edition)/Code/Chapter_4/gam_rhs_state_bellman.m , 1031
matlabCode(1st_edition)/Code/Chapter_4/gam_Script.m , 2786
matlabCode(1st_edition)/Code/Chapter_4/gam_state_value_fns.eps , 92527
matlabCode(1st_edition)/Code/Chapter_4/html/gam_Script.html , 12026
matlabCode(1st_edition)/Code/Chapter_4/html/gam_Script.png , 2176
matlabCode(1st_edition)/Code/Chapter_4/html/gam_Script_01.png , 31158
matlabCode(1st_edition)/Code/Chapter_4/html/gam_Script_02.png , 10891
matlabCode(1st_edition)/Code/Chapter_4/iter_poly_gw_inplace.m , 4302
matlabCode(1st_edition)/Code/Chapter_4/iter_poly_gw_not_inplace.m , 4500
matlabCode(1st_edition)/Code/Chapter_4/jcr_example.m , 2297
matlabCode(1st_edition)/Code/Chapter_4/jcr_policy_evaluation.m , 2679
matlabCode(1st_edition)/Code/Chapter_4/jcr_policy_improvement.m , 3085
matlabCode(1st_edition)/Code/Chapter_4/jcr_rhs_state_value_bellman.m , 1020
matlabCode(1st_edition)/Code/Chapter_5/black_jack.py , 229
matlabCode(1st_edition)/Code/Chapter_5/cmpt_bj_value_fn.m , 3288
matlabCode(1st_edition)/Code/Chapter_5/determineReward.m , 477
matlabCode(1st_edition)/Code/Chapter_5/handValue.m , 527
matlabCode(1st_edition)/Code/Chapter_5/mc_es_bj_Script.m , 5642
matlabCode(1st_edition)/Code/Chapter_5/RT/ex_5_4_Script.m , 4408
matlabCode(1st_edition)/Code/Chapter_5/RT/gen_rt_episode.m , 4947
matlabCode(1st_edition)/Code/Chapter_5/RT/init_unif_policy.m , 954
matlabCode(1st_edition)/Code/Chapter_5/RT/mcEstQ.m , 1365
matlabCode(1st_edition)/Code/Chapter_5/RT/mk_rt.m , 558
matlabCode(1st_edition)/Code/Chapter_5/RT/rt_pol_mod.m , 1533
matlabCode(1st_edition)/Code/Chapter_5/RT/velState2PosActions.m , 2140
matlabCode(1st_edition)/Code/Chapter_5/shufflecards.m , 288
matlabCode(1st_edition)/Code/Chapter_5/soft_policy_bj_Script.m , 7907
matlabCode(1st_edition)/Code/Chapter_5/stateFromHand.m , 754
matlabCode(1st_edition)/Code/Chapter_6/cmpt_arms_err.m , 799
matlabCode(1st_edition)/Code/Chapter_6/eg_6_2_learn.m , 1675
matlabCode(1st_edition)/Code/Chapter_6/eg_rw_batch_learn.m , 4020
matlabCode(1st_edition)/Code/Chapter_6/learn_cw.m , 8994
matlabCode(1st_edition)/Code/Chapter_6/learn_cw_Script.m , 3015
matlabCode(1st_edition)/Code/Chapter_6/mk_arms_error_plt.m , 1131
matlabCode(1st_edition)/Code/Chapter_6/mk_batch_arms_error_plt.m , 918
matlabCode(1st_edition)/Code/Chapter_6/mk_fig_6_6.m , 772
matlabCode(1st_edition)/Code/Chapter_6/plot_cw_policy.m , 1899
matlabCode(1st_edition)/Code/Chapter_6/plot_gw_policy.m , 2150
matlabCode(1st_edition)/Code/Chapter_6/run_all_gw_Script.m , 1172
matlabCode(1st_edition)/Code/Chapter_6/R_learn_acq.m , 3888
matlabCode(1st_edition)/Code/Chapter_6/R_learn_acq_Script.m , 1807
matlabCode(1st_edition)/Code/Chapter_6/Unfinished/plot_gw_transition.m , 1494
matlabCode(1st_edition)/Code/Chapter_6/wgw_w_kings.m , 5066
matlabCode(1st_edition)/Code/Chapter_6/wgw_w_kings_n_wind.m , 4668
matlabCode(1st_edition)/Code/Chapter_6/wgw_w_kings_n_wind_Script.m , 1521
matlabCode(1st_edition)/Code/Chapter_6/wgw_w_kings_Script.m , 1499
matlabCode(1st_edition)/Code/Chapter_6/wgw_w_stoch_wind.m , 4981
matlabCode(1st_edition)/Code/Chapter_6/wgw_w_stoch_wind_Script.m , 1610
matlabCode(1st_edition)/Code/Chapter_6/windy_gw.m , 4044
matlabCode(1st_edition)/Code/Chapter_6/windy_gw_Script.m , 1491
matlabCode(1st_edition)/Code/Chapter_7/eg_7_5_episode.m , 1285
matlabCode(1st_edition)/Code/Chapter_7/eg_7_5_learn_at.m , 1783
matlabCode(1st_edition)/Code/Chapter_7/eg_7_5_learn_rt.m , 1777
matlabCode(1st_edition)/Code/Chapter_7/eg_7_5_Script.m , 1718
matlabCode(1st_edition)/Code/Chapter_7/gw_w_et.m , 4619
matlabCode(1st_edition)/Code/Chapter_7/gw_w_et_Script.m , 1693
matlabCode(1st_edition)/Code/Chapter_7/rw_accumulating_vs_replacing_Script.m , 2480
matlabCode(1st_edition)/Code/Chapter_7/rw_episode.m , 1218
matlabCode(1st_edition)/Code/Chapter_7/rw_offline_ntd_learn.m , 2070
matlabCode(1st_edition)/Code/Chapter_7/rw_offline_ntd_learn_Script.m , 1947
matlabCode(1st_edition)/Code/Chapter_7/rw_offline_tdl_learn.m , 2618
matlabCode(1st_edition)/Code/Chapter_7/rw_offline_tdl_learn_Script.m , 2205
matlabCode(1st_edition)/Code/Chapter_7/rw_online_ntd_learn.m , 2554
matlabCode(1st_edition)/Code/Chapter_7/rw_online_ntd_learn_Script.m , 2005
matlabCode(1st_edition)/Code/Chapter_7/rw_online_tdl_learn.m , 2443
matlabCode(1st_edition)/Code/Chapter_7/rw_online_tdl_learn_Script.m , 2195
matlabCode(1st_edition)/Code/Chapter_7/rw_online_w_et.m , 1710
matlabCode(1st_edition)/Code/Chapter_7/rw_online_w_et_Script.m , 2111
matlabCode(1st_edition)/Code/Chapter_7/rw_online_w_replacing_traces.m , 1796
matlabCode(1st_edition)/Code/Chapter_7/windy_gw_policy_nE_100000.png , 11754
matlabCode(1st_edition)/Code/Chapter_8/do_mnt_car_Exps.m , 2098
matlabCode(1st_edition)/Code/Chapter_8/GetTiles_Mex.c , 2774
matlabCode(1st_edition)/Code/Chapter_8/GetTiles_Mex.mexglx , 10422
matlabCode(1st_edition)/Code/Chapter_8/GetTiles_Mex_Script.m , 809
matlabCode(1st_edition)/Code/Chapter_8/get_ctg.m , 939
matlabCode(1st_edition)/Code/Chapter_8/Get_tiles.m , 3744
matlabCode(1st_edition)/Code/Chapter_8/linAppFn.m , 684
matlabCode(1st_edition)/Code/Chapter_8/mc_learning_curves_replacing_et_mxts_1e2_ne_20_nmc_30.png , 51856
matlabCode(1st_edition)/Code/Chapter_8/mnt_car_learn.m , 5579
matlabCode(1st_edition)/Code/Chapter_8/mnt_car_learn_Script.m , 971
matlabCode(1st_edition)/Code/Chapter_8/next_state.m , 909
matlabCode(1st_edition)/Code/Chapter_8/ret_q_in_st.m , 1034
matlabCode(1st_edition)/Code/Chapter_8/stp_fn_approx_Script.m , 2087
matlabCode(1st_edition)/Code/Chapter_8/targetF.m , 348
matlabCode(1st_edition)/Code/Chapter_8/tiles.c , 4184
matlabCode(1st_edition)/Code/Chapter_8/tiles.h , 340
matlabCode(1st_edition)/Code/Chapter_9/blocking_mz_Script.m , 2069
matlabCode(1st_edition)/Code/Chapter_9/do_ex_9_1_exps.m , 2614
matlabCode(1st_edition)/Code/Chapter_9/dynaQplus_maze.m , 7859
matlabCode(1st_edition)/Code/Chapter_9/dynaQplus_maze_Script.m , 2465
matlabCode(1st_edition)/Code/Chapter_9/dynaQ_maze.m , 7419
matlabCode(1st_edition)/Code/Chapter_9/dynaQ_maze_Script.m , 2044
matlabCode(1st_edition)/Code/Chapter_9/ex_9_4_dynaQplus.m , 8114
matlabCode(1st_edition)/Code/Chapter_9/ex_9_4_dynaQplus_Script.m , 4300
matlabCode(1st_edition)/Code/Chapter_9/mk_ex_9_1_mz.m , 516
matlabCode(1st_edition)/Code/Chapter_9/mk_ex_9_2_mz.m , 565
matlabCode(1st_edition)/Code/Chapter_9/mk_ex_9_3_mz.m , 563
matlabCode(1st_edition)/Code/Chapter_9/plot_mz_policy.m , 1809
matlabCode(1st_edition)/Code/Chapter_9/shortcut_mz_Script.m , 2074
matlabCode(1st_edition)/Code/rps.m , 1967
