approx/
approx/approxh.m
approx/approx_ploth.m
approx/approx_plotv.m
approx/create_approx.m
approx/create_constraint.m
approx/mc_approx.m
approx/mc_approx_vectorized.m
approx/rbfdisc.m
approx/rbfortho.m
approx/rbfpoly.m
approx/rbfsing.m
approx/regdisc.m
approx/revise_approx.m
approx/triang.m
approx/triangortho.m
approx/triangpoly.m
approx/triangsing.m
classicalrl/
classicalrl/piter.m
classicalrl/qiter.m
classicalrl/qlearn.m
classicalrl/sarsa.m
demo/
demo/cleaningrobot_demo.m
demo/invertedpendulum_demo.m
demo/pi_demo.m
demo/ps_optqi_demo.m
demo/qi_demo.m
lib/
lib/binvec2decx.m
lib/checkparams.m
lib/copyfields.m
lib/discreturn.m
lib/dispx.m
lib/figurex.m
lib/findbox.m
lib/findflat.m
lib/flat.m
lib/flatcrossprod.m
lib/gen_mfs.m
lib/getenvx.m
lib/grayscalefromconfig.m
lib/gridvector2cell.m
lib/lengthgrids.m
lib/lin2ndi.m
lib/loadwithprefix.m
lib/makealphanum.m
lib/mc_fuzzyq.m
lib/mc_fuzzyqi.m
lib/mc_fuzzyqiter.m
lib/mc_gridqi.m
lib/mdegs.m
lib/mdegs_p.m
lib/mdegs_p2.m
lib/ndgridx.m
lib/ndi2lin.m
lib/nrbf.m
lib/nrbftrunc.m
lib/num2strx.m
lib/parseconfig.m
lib/plothistory.m
lib/plotmfs.m
lib/quantize.m
lib/rbf.m
lib/rbfvector.m
lib/regtrees/
lib/regtrees/compute_rtens_variable_importance.m
lib/regtrees/cvpredict.m
lib/regtrees/friedman1.csv
lib/regtrees/init_bagging.m
lib/regtrees/init_extra_trees.m
lib/regtrees/init_mart.m
lib/regtrees/init_rf.m
lib/regtrees/init_single_rt.m
lib/regtrees/README
lib/regtrees/rtenslearn_c.mexa64
lib/regtrees/rtenslearn_c.mexmaci64
lib/regtrees/rtenslearn_c.mexw32
lib/regtrees/rtenspred.m
lib/regtrees/rtexample.m
lib/regtrees/rtree-c/
lib/regtrees/rtree-c/f-table.c
lib/regtrees/rtree-c/rtenslearn_c.c
lib/regtrees/rtree-c/tree-model.c
lib/regtrees/rtree-c/tree-model.h
lib/regtrees/rtree-c/tree-multiregr.c
lib/removeduplicates.m
lib/rmstring.m
lib/sat.m
lib/saveplot.m
lib/setfigprop.m
lib/sortx.m
lib/str2cfg.m
lib/string2latexlabel.m
lib/structtovars.m
lib/symequidgrid.m
lib/symgrid.m
lib/symloggrid.m
lib/truncatehist.m
lib/unflat.m
lib/uniquefast.m
lib/varstostruct.m
linsys/
linsys/gammadare.m
linsys/lsf.m
lspi/
lspi/generate_samples.m
lspi/generate_xsamples.m
lspi/lspe.m
lspi/lspeonline.m
lspi/lspi.m
lspi/lspihonline.m
lspi/lspionline.m
lspi/revise_samples.m
optim/
optim/cefuzzyqi.m
optim/cerbfps.m
optim/ind2selectors.m
optim/mc_rbfnearestpolicy.m
optim/mc_rbfvotingpolicy.m
optim/optps.m
optim/optrbfps.m
qiter/
qiter/fittedqi.m
qiter/fuzzyqi.m
qiter/fuzzyqiter.m
qiter/fuzzyqi_h.m
qiter/fuzzyqi_prepareh.m
qiter/fuzzyqi_q.m
qiter/fuzzyqi_v.m
qiter/gridqi.m
systems/
systems/bike/
systems/bike/bike_mdp.m
systems/bike/bike_plot.m
systems/bike/bike_problem.m
systems/bike/orientedbike_mdp.m
systems/bike/ridingbike_mdp.m
systems/cleanrob/
systems/cleanrob/cleanrob_mdp.m
systems/cleanrob/cleanrob_optsol_pi.mat
systems/cleanrob/cleanrob_problem.m
systems/cleanrob/cleanrob_visualize.m
systems/cleanrob/images/
systems/cleanrob/images/can_plain.png
systems/cleanrob/images/energy_plain.png
systems/cleanrob/images/robot_dream.png
systems/cleanrob/images/robot_plain.png
systems/dcmotor/
systems/dcmotor/dc_ip_visualize.m
systems/dcmotor/dc_linmdp.m
systems/dcmotor/dc_mdp.m
systems/dcmotor/dc_plot.m
systems/dcmotor/dc_problem.m
systems/dcmotor/dc_shaping.m
systems/discretedi/
systems/discretedi/ddi_genw.m
systems/discretedi/ddi_mdpx.m
systems/discretedi/ddi_plot.m
systems/discretedi/ddi_problem.m
systems/hillcar/
systems/hillcar/hillcar_hill.m
systems/hillcar/hillcar_mc_fuzzyqiter_ode4.m
systems/hillcar/hillcar_mdp.m
systems/hillcar/hillcar_mdp_ode4.m
systems/hillcar/hillcar_plot.m
systems/hillcar/hillcar_problem.m
systems/hillcar/hillcar_trans.m
systems/hiv/
systems/hiv/hiv_logfilter.m
systems/hiv/hiv_mc_rbfnearestpolicy_varode.m
systems/hiv/hiv_mc_rbfvotingpolicy_varode.m
systems/hiv/hiv_mdp.m
systems/hiv/hiv_plot.m
systems/hiv/hiv_problem.m
systems/hiv/hiv_trans.m
systems/invpend_setup/
systems/invpend_setup/ipsetup_mdp.m
systems/invpend_setup/ipsetup_problem.m
systems/invpend_setup/ipsetup_reward.m
systems/invpend_setup/ipsetup_trans.m
systems/invpend_setup/ipsetup_trans_noweight.m
systems/rarm/
systems/rarm/rarm_mdpstandalone.m
systems/rarm/rarm_plot.m
systems/rarm/rarm_plotrun.m
systems/rarm/rarm_problem.m
systems/sample_mdp.m
systems/sample_plot.m
systems/sample_problem.m
Contents.m
readme_approxrl.html
startupapproxrl.m