
File list:
approxrl
.......\approx
.......\......\approxh.m
.......\......\approx_ploth.m
.......\......\approx_plotv.m
.......\......\create_approx.m
.......\......\create_constraint.m
.......\......\mc_approx.m
.......\......\mc_approx_vectorized.m
.......\......\rbfdisc.m
.......\......\rbfortho.m
.......\......\rbfpoly.m
.......\......\rbfsing.m
.......\......\regdisc.m
.......\......\revise_approx.m
.......\......\triang.m
.......\......\triangortho.m
.......\......\triangpoly.m
.......\......\triangsing.m
.......\classicalrl
.......\...........\piter.m
.......\...........\qiter.m
.......\...........\qlearn.m
.......\...........\sarsa.m
.......\demo
.......\....\cleaningrobot_demo.m
.......\....\invertedpendulum_demo.m
.......\....\pi_demo.m
.......\....\ps_optqi_demo.m
.......\....\qi_demo.m
.......\lib
.......\...\regtrees
.......\...\........\rtree-c
.......\...\........\.......\f-table.c
.......\...\........\.......\rtenslearn_c.c
.......\...\........\.......\tree-model.c
.......\...\........\.......\tree-model.h
.......\...\........\.......\tree-multiregr.c
.......\...\........\compute_rtens_variable_importance.m
.......\...\........\cvpredict.m
.......\...\........\friedman1.csv
.......\...\........\init_bagging.m
.......\...\........\init_extra_trees.m
.......\...\........\init_mart.m
.......\...\........\init_rf.m
.......\...\........\init_single_rt.m
.......\...\........\README
.......\...\........\rtenslearn_c.mexa64
.......\...\........\rtenslearn_c.mexmaci64
.......\...\........\rtenslearn_c.mexw32
.......\...\........\rtenspred.m
.......\...\........\rtexample.m
.......\...\binvec2decx.m
.......\...\checkparams.m
.......\...\copyfields.m
.......\...\discreturn.m
.......\...\dispx.m
.......\...\figurex.m
.......\...\findbox.m
.......\...\findflat.m
.......\...\flat.m
.......\...\flatcrossprod.m
.......\...\gen_mfs.m
.......\...\getenvx.m
.......\...\grayscalefromconfig.m
.......\...\gridvector2cell.m
.......\...\lengthgrids.m
.......\...\lin2ndi.m
.......\...\loadwithprefix.m
.......\...\makealphanum.m
.......\...\mc_fuzzyq.m
.......\...\mc_fuzzyqi.m
.......\...\mc_fuzzyqiter.m
.......\...\mc_gridqi.m
.......\...\mdegs.m
.......\...\mdegs_p.m
.......\...\mdegs_p2.m
.......\...\ndgridx.m
.......\...\ndi2lin.m
.......\...\nrbf.m
.......\...\nrbftrunc.m
.......\...\num2strx.m
.......\...\parseconfig.m
.......\...\plothistory.m
.......\...\plotmfs.m
.......\...\quantize.m
.......\...\rbf.m
.......\...\rbfvector.m
.......\...\removeduplicates.m
.......\...\rmstring.m
.......\...\sat.m
.......\...\saveplot.m
.......\...\setfigprop.m
.......\...\sortx.m
.......\...\str2cfg.m
.......\...\string2latexlabel.m
.......\...\structtovars.m
.......\...\symequidgrid.m
.......\...\symgrid.m
.......\...\symloggrid.m
.......\...\truncatehist.m
.......\...\unflat.m
.......\...\uniquefast.m
.......\...\varstostruct.m
.......\linsys
.......\......\gammadare.m
.......\......\lsf.m
.......\lspi
.......\....\generate_samples.m
.......\....\generate_xsamples.m
.......\....\lspe.m
.......\....\lspeonline.m
.......\....\lspi.m
.......\....\lspihonline.m
.......\....\lspionline.m
.......\....\revise_samples.m
.......\optim
.......\.....\cefuzzyqi.m
.......\.....\cerbfps.m
.......\.....\ind2selectors.m
.......\.....\mc_rbfnearestpolicy.m
.......\.....\mc_rbfvotingpolicy.m
.......\.....\optps.m
.......\.....\optrbfps.m
.......\qiter
.......\.....\fittedqi.m
.......\.....\fuzzyqi.m
.......\.....\fuzzyqiter.m
.......\.....\fuzzyqi_h.m
.......\.....\fuzzyqi_prepareh.m
.......\.....\fuzzyqi_q.m
.......\.....\fuzzyqi_v.m
.......\.....\gridqi.m
.......\systems
.......\.......\bike
.......\.......\....\bike_mdp.m
.......\.......\....\bike_plot.m
.......\.......\....\bike_problem.m
.......\.......\....\orientedbike_mdp.m
.......\.......\....\ridingbike_mdp.m
.......\.......\cleanrob
.......\.......\........\images
.......\.......\........\......\can_plain.png

.......\.......\........\......\energy_plain.png

.......\.......\........\......\robot_dream.png

.......\.......\........\......\robot_plain.png

.......\.......\........\cleanrob_mdp.m
.......\.......\........\cleanrob_optsol_pi.mat
.......\.......\........\cleanrob_problem.m
.......\.......\........\cleanrob_visualize.m
.......\.......\dcmotor
.......\.......\.......\dc_ip_visualize.m
.......\.......\.......\dc_linmdp.m
.......\.......\.......\dc_mdp.m
.......\.......\.......\dc_plot.m
.......\.......\.......\dc_problem.m
.......\.......\.......\dc_shaping.m
.......\.......\discretedi
.......\.......\..........\ddi_genw.m
.......\.......\..........\ddi_mdpx.m
.......\.......\..........\ddi_plot.m
.......\.......\..........\ddi_problem.m
.......\.......\hillcar
.......\.......\.......\hillcar_hill.m
.......\.......\.......\hillcar_mc_fuzzyqiter_ode4.m
.......\.......\.......\hillcar_mdp.m
.......\.......\.......\hillcar_mdp_ode4.m
.......\.......\.......\hillcar_plot.m
.......\.......\.......\hillcar_problem.m
.......\.......\.......\hillcar_trans.m
.......\.......\hiv
.......\.......\...\hiv_logfilter.m
.......\.......\...\hiv_mc_rbfnearestpolicy_varode.m
.......\.......\...\hiv_mc_rbfvotingpolicy_varode.m
.......\.......\...\hiv_mdp.m
.......\.......\...\hiv_plot.m
.......\.......\...\hiv_problem.m
.......\.......\...\hiv_trans.m
.......\.......\invpend_setup
.......\.......\.............\ipsetup_mdp.m
.......\.......\.............\ipsetup_problem.m
.......\.......\.............\ipsetup_reward.m
.......\.......\.............\ipsetup_trans.m
.......\.......\.............\ipsetup_trans_noweight.m
.......\.......\rarm
.......\.......\....\rarm_mdpstandalone.m
.......\.......\....\rarm_plot.m
.......\.......\....\rarm_plotrun.m
.......\.......\....\rarm_problem.m
.......\.......\sample_mdp.m
.......\.......\sample_plot.m
.......\.......\sample_problem.m
.......\checkAssign.m
.......\checkType.m
.......\Contents.m
.......\glcAssign.m
.......\glcCluster.m
.......\glcFast.m
.......\glcSolve.m
.......\LineParamDef.m
.......\optParamDef.m
.......\optParamSet.m
.......\ProbCheck.m
.......\ProbDef.m
.......\readme_approxrl.html
.......\startupapproxrl.m
.......\tomFiles.m