From 0542292aa5332a79293afc7a52057e4db739b39d Mon Sep 17 00:00:00 2001 From: aileenliao03 Date: Tue, 5 Mar 2024 12:25:13 -0500 Subject: [PATCH 1/2] pca code --- gym/scripts/3/4/3rd_actuator_pca.png | Bin 0 -> 250548 bytes gym/scripts/3/4/4th_leg_pca.png | Bin 0 -> 198167 bytes gym/scripts/3/4/Phase Plot.png | Bin 0 -> 155296 bytes gym/scripts/3/4/Time Plot.png | Bin 0 -> 2396 bytes gym/scripts/3/4/all_actuators.png | Bin 0 -> 219408 bytes gym/scripts/3/4/all_actuators_all_legs.png | Bin 0 -> 219408 bytes gym/scripts/3/4/plot_base_ang_vel.png | Bin 0 -> 191501 bytes gym/scripts/3/4/plot_base_lin_vel.png | Bin 0 -> 180731 bytes gym/scripts/3/4/plot_commands.png | Bin 0 -> 112050 bytes .../3/4/plot_dof pos error_last5_0.png | Bin 0 -> 139768 bytes .../3/4/plot_dof pos error_last5_1.png | Bin 0 -> 140327 bytes .../3/4/plot_dof pos error_last5_2.png | Bin 0 -> 151665 bytes .../3/4/plot_dof pos error_last5_3.png | Bin 0 -> 185158 bytes gym/scripts/3/4/plot_grf_last5_0.png | Bin 0 -> 89435 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237523 bytes gym/scripts/Images/0_3q.png | Bin 0 -> 231848 bytes gym/scripts/Images/3_6.png | Bin 0 -> 205047 bytes gym/scripts/Images/3_6q.png | Bin 0 -> 221150 bytes gym/scripts/Images/6_0q.png | Bin 0 -> 256332 bytes gym/scripts/Images/6_9.png | Bin 0 -> 283077 bytes gym/scripts/Images/6_9q.png | Bin 0 -> 266665 bytes gym/scripts/Images/9_12.png | Bin 0 -> 266665 bytes gym/scripts/Images/9_12q.png | Bin 0 -> 238393 bytes gym/scripts/Images/pca plot.png | Bin 0 -> 298759 bytes gym/scripts/Images/pca.png | Bin 0 -> 232836 bytes gym/scripts/Images/pca2.png | Bin 0 -> 241897 bytes gym/scripts/Images/pca3.png | Bin 0 -> 236214 bytes gym/scripts/Images/pca4.png | Bin 0 -> 222017 bytes gym/scripts/Images/pca_test.png | Bin 0 -> 127178 bytes gym/scripts/Images/pca_test2.png | Bin 0 -> 136516 bytes gym/scripts/Images/pcaeigen.png | Bin 0 -> 31459 bytes gym/scripts/Images/pcavar.png | Bin 0 -> 34514 bytes gym/scripts/Images/plot_Q0.png | Bin 0 -> 78696 bytes gym/scripts/Images/plot_Q1.png | Bin 0 -> 79915 bytes gym/scripts/Images/plot_Q2.png | Bin 0 -> 74334 bytes gym/scripts/Images/plot_Q3.png | Bin 0 -> 68849 bytes gym/scripts/Images/plot_Q_last5_0.png | Bin 0 -> 148963 bytes gym/scripts/Images/plot_Q_last5_1.png | Bin 0 -> 140917 bytes gym/scripts/Images/plot_Q_last5_2.png | Bin 0 -> 117790 bytes gym/scripts/Images/plot_Q_last5_3.png | Bin 0 -> 103512 bytes gym/scripts/Images/skeletonoutput.png | Bin 0 -> 2396 bytes gym/scripts/Images/skeletonoutput1.png | Bin 0 -> 120349 bytes gym/scripts/Images/torqu_pca3.png | Bin 0 -> 240382 bytes gym/scripts/Images/torque_pca1.png | Bin 0 -> 246042 bytes gym/scripts/Images/torque_pca2.png | Bin 0 -> 235794 bytes gym/scripts/Images/torque_pca4.png | Bin 0 -> 241815 bytes gym/scripts/Phase Plot.png | Bin 0 -> 104815 bytes gym/scripts/Q/plot_Q0.png | Bin 0 -> 82613 bytes gym/scripts/Q/plot_Q1.png | Bin 0 -> 77078 bytes gym/scripts/Q/plot_Q2.png | Bin 0 -> 77735 bytes gym/scripts/Q/plot_Q3.png | Bin 0 -> 70907 bytes gym/scripts/Qd/plot_Qd0.png | Bin 0 -> 102107 bytes gym/scripts/Qd/plot_Qd0_last5.png | Bin 0 -> 177151 bytes gym/scripts/Qd/plot_Qd1.png | Bin 0 -> 111389 bytes gym/scripts/Qd/plot_Qd1_last5.png | Bin 0 -> 189713 bytes gym/scripts/Qd/plot_Qd2.png | Bin 0 -> 111092 bytes gym/scripts/Qd/plot_Qd2_last5.png | Bin 0 -> 157190 bytes gym/scripts/Qd/plot_Qd3.png | Bin 0 -> 114623 bytes gym/scripts/Qd/plot_Qd3_last5.png | Bin 0 -> 153066 bytes gym/scripts/Qd/plot_Qd_last_0.png | Bin 0 -> 159589 bytes gym/scripts/Qd/plot_Qd_last_1.png | Bin 0 -> 187487 bytes gym/scripts/Qd/plot_Qd_last_2.png | Bin 0 -> 156166 bytes gym/scripts/Qd/plot_Qd_last_3.png | Bin 0 -> 147872 bytes gym/scripts/Tau/plot_Tau0.png | Bin 0 -> 141780 bytes gym/scripts/Tau/plot_Tau1.png | Bin 0 -> 126536 bytes gym/scripts/Tau/plot_Tau2.png | Bin 0 -> 125464 bytes gym/scripts/Tau/plot_Tau3.png | Bin 0 -> 118801 bytes gym/scripts/Tau/plot_Tau_last50.png | Bin 0 -> 139976 bytes gym/scripts/Tau/plot_Tau_last51.png | Bin 0 -> 125959 bytes gym/scripts/Tau/plot_Tau_last52.png | Bin 0 -> 155225 bytes gym/scripts/Tau/plot_Tau_last53.png | Bin 0 -> 114020 bytes gym/scripts/Time Plot_leg0.png | Bin 0 -> 120461 bytes gym/scripts/Time Plot_leg1.png | Bin 0 -> 124790 bytes gym/scripts/Time Plot_leg2.png | Bin 0 -> 137684 bytes gym/scripts/Time Plot_leg3.png | Bin 0 -> 132203 bytes gym/scripts/all_actuators_all_legs.png | Bin 0 -> 237411 bytes gym/scripts/pca.ipynb | 618 ++++++++++++++++++ gym/scripts/pca.py | 82 +++ gym/scripts/pcasteve.py | 121 ++++ gym/scripts/play_ORC.py | 68 +- gym/scripts/plot.py | 262 ++++++++ gym/scripts/plot_base_ang_vel.png | Bin 0 -> 151233 bytes gym/scripts/plot_base_lin_vel.png | Bin 0 -> 170280 bytes gym/scripts/plot_commands.png | Bin 0 -> 92350 bytes gym/scripts/plot_dof_pos_error.png | Bin 0 -> 169441 bytes gym/scripts/plot_dof_pos_obs_last5_0.png | Bin 0 -> 146829 bytes gym/scripts/plot_dof_pos_obs_last5_1.png | Bin 0 -> 151661 bytes gym/scripts/plot_dof_pos_obs_last5_2.png | Bin 0 -> 169855 bytes gym/scripts/plot_dof_pos_obs_last5_3.png | Bin 0 -> 167451 bytes gym/scripts/plot_dof_vel_last5_0.png | Bin 0 -> 127070 bytes gym/scripts/plot_dof_vel_last5_1.png | Bin 0 -> 161622 bytes gym/scripts/plot_dof_vel_last5_2.png | Bin 0 -> 166408 bytes gym/scripts/plot_dof_vel_last5_3.png | Bin 0 -> 144786 bytes gym/scripts/plot_grf_last5_0.png | Bin 0 -> 106500 bytes gym/scripts/plot_grf_last5_1.png | Bin 0 -> 123284 bytes gym/scripts/plot_grf_last5_2.png | Bin 0 -> 106406 bytes gym/scripts/plot_grf_last5_3.png | Bin 0 -> 88247 bytes gym/scripts/plot_oscillators_last5_0.png | Bin 0 -> 23066 bytes gym/scripts/plot_oscillators_last5_1.png | Bin 0 -> 23076 bytes gym/scripts/plot_oscillators_last5_2.png | Bin 0 -> 23129 bytes gym/scripts/plot_oscillators_last5_3.png | Bin 0 -> 23048 bytes gym/scripts/plot_reward.png | Bin 0 -> 105383 bytes gym/scripts/plot_torques_last5_0.png | Bin 0 -> 101732 bytes gym/scripts/plot_torques_last5_1.png | Bin 0 -> 123931 bytes gym/scripts/plot_torques_last5_2.png | Bin 0 -> 118226 bytes gym/scripts/plot_torques_last5_3.png | Bin 0 -> 93981 bytes gym/scripts/skeletonoutput.png | Bin 0 -> 2396 bytes gym/scripts/skeletonpca.ipynb | 110 ++++ gym/scripts/skeletonpca.py | 162 +++++ gym/scripts/ssa.py | 108 +++ 126 files changed, 1516 insertions(+), 15 deletions(-) create mode 100644 gym/scripts/3/4/3rd_actuator_pca.png create mode 100644 gym/scripts/3/4/4th_leg_pca.png create mode 100644 gym/scripts/3/4/Phase Plot.png create mode 100644 gym/scripts/3/4/Time Plot.png create mode 100644 gym/scripts/3/4/all_actuators.png create mode 100644 gym/scripts/3/4/all_actuators_all_legs.png create mode 100644 gym/scripts/3/4/plot_base_ang_vel.png create mode 100644 gym/scripts/3/4/plot_base_lin_vel.png create mode 100644 gym/scripts/3/4/plot_commands.png create mode 100644 gym/scripts/3/4/plot_dof pos error_last5_0.png create mode 100644 gym/scripts/3/4/plot_dof pos error_last5_1.png create mode 100644 gym/scripts/3/4/plot_dof pos error_last5_2.png create mode 100644 gym/scripts/3/4/plot_dof pos error_last5_3.png create mode 100644 gym/scripts/3/4/plot_grf_last5_0.png create mode 100644 gym/scripts/3/4/plot_grf_last5_1.png create mode 100644 gym/scripts/3/4/plot_grf_last5_2.png create mode 100644 gym/scripts/3/4/plot_grf_last5_3.png create mode 100644 gym/scripts/3/4/plot_q_last5_0.png create mode 100644 gym/scripts/3/4/plot_q_last5_1.png create mode 100644 gym/scripts/3/4/plot_q_last5_2.png create mode 100644 gym/scripts/3/4/plot_q_last5_3.png create mode 100644 gym/scripts/3/4/plot_qd_last5_0.png create mode 100644 gym/scripts/3/4/plot_qd_last5_1.png create mode 100644 gym/scripts/3/4/plot_qd_last5_2.png create mode 100644 gym/scripts/3/4/plot_qd_last5_3.png create mode 100644 gym/scripts/3/4/plot_reward.png create mode 100644 gym/scripts/3/4/plot_tau_last5_0.png create mode 100644 gym/scripts/3/4/plot_tau_last5_1.png create mode 100644 gym/scripts/3/4/plot_tau_last5_2.png create 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