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suntton-RL-book-demo

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  • Update : 2012-11-26
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all matlab demo about sutton s book for reinforcement learning
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suntton强化学习书籍所有代码\suntton非matlab代码说明.doc
...........................\~$内容说明.doc
...........................\内容说明.doc
...........................\Chapter 9 (Planning and Learning)\blocking_mz_Script.m.m
...........................\.................................\do_ex_9_1_exps.m.m
...........................\.................................\dynaQplus_maze.m.m
...........................\.................................\dynaQplus_maze_Script.m.m
...........................\.................................\dynaQ_maze.m.m
...........................\.................................\dynaQ_maze_Script.m.m
...........................\.................................\ex_9_4_dynaQplus.m.m
...........................\.................................\ex_9_4_dynaQplus_Script.m.m
...........................\.................................\mk_ex_9_1_mz.m.m
...........................\.................................\mk_ex_9_2_mz.m.m
...........................\.................................\mk_ex_9_3_mz.m.m
...........................\.................................\plot_mz_policy.m.m
...........................\........8 (Generailzation and Function Approximation)\do_mnt_car_Exps.m
...........................\.....................................................\GetTiles_Mex.C
...........................\.....................................................\GetTiles_Mex_Script.m
...........................\.....................................................\get_ctg.m
...........................\.....................................................\linAppFn.m
...........................\.....................................................\mnt_car_learn.m
...........................\.....................................................\next_state.m
...........................\.....................................................\ret_q_in_st.m
...........................\.....................................................\stp_fn_approx_Script.m
...........................\.....................................................\targetF.m
...........................\.....................................................\tiles.C
...........................\.....................................................\tiles.h
...........................\........7 (Eligibility Traces)\eg_7_5_episode.m
...........................\..............................\eg_7_5_learn_at.m
...........................\..............................\eg_7_5_learn_rt.m
...........................\..............................\eg_7_5_Script.m
...........................\..............................\gw_w_et.m
...........................\..............................\gw_w_et_Script.m
...........................\..............................\rw_accumulating_vs_replacing_Script.m
...........................\..............................\rw_episode.m
...........................\..............................\rw_offline_ntd_learn.m
...........................\..............................\rw_offline_ntd_learn_Script.m
...........................\..............................\rw_offline_tdl_learn.m
...........................\..............................\rw_offline_tdl_learn_Script.m
...........................\..............................\rw_online_ntd_learn.m
...........................\..............................\rw_online_ntd_learn_Script.m
...........................\..............................\rw_online_tdl_learn.m
...........................\..............................\rw_online_tdl_learn_Script.m
...........................\..............................\rw_online_w_et.m
...........................\..............................\rw_online_w_et_Script.m
...........................\..............................\rw_online_w_replacing_traces.m
...........................\........6 (Temporal Difference Learning)\cmpt_arms_err.m
...........................\........................................\eg_6_2_learn.m
...........................\........................................\eg_rw_batch_learn.m
...........
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