Index

Symbols

--act, --ac_kwargs:activation command line option --count command line option --cpu, --num_cpu command line option --data_dir command line option --datestamp command line option --env, --env_name command line option --exclude=[EXC ...] command line option --exp_name command line option --hid, --ac_kwargs:hidden_sizes command line option --select=[SEL ...] command line option

-d, --deterministic command line option -i I, --itr=I, default=-1 command line option -l L, --len=L, default=0 command line option -l, --legend=[LEGEND ...] command line option -n N, --episodes=N, default=100 command line option -nr, --norender command line option -s, --smooth=S, default=1 command line option -x, --xaxis=XAXIS, default='TotalEnvInteracts' command line option -y, --value=[VALUE ...], default='Performance' command line option

_

__init__() (spinup.utils.logx.Logger method)

A

add() (spinup.utils.run_utils.ExperimentGrid method)

apply_gradients() (spinup.utils.mpi_tf.MpiAdamOptimizer method)

C

call_experiment() (in module spinup.utils.run_utils) command line option --act, --ac_kwargs:activation --count --cpu, --num_cpu --data_dir --datestamp --env, --env_name --exclude=[EXC ...] --exp_name --hid, --ac_kwargs:hidden_sizes --select=[SEL ...] -d, --deterministic -i I, --itr=I, default=-1 -l L, --len=L, default=0 -l, --legend=[LEGEND ...] -n N, --episodes=N, default=100 -nr, --norender -s, --smooth=S, default=1 -x, --xaxis=XAXIS, default='TotalEnvInteracts' -y, --value=[VALUE ...], default='Performance' logdir

compute_gradients() (spinup.utils.mpi_tf.MpiAdamOptimizer method)

D

ddpg_pytorch() (in module spinup)

ddpg_tf1() (in module spinup) dump_tabular() (spinup.utils.logx.Logger method)

E

EpochLogger (class in spinup.utils.logx)

ExperimentGrid (class in spinup.utils.run_utils)

G

get_stats() (spinup.utils.logx.EpochLogger method)

L

log() (spinup.utils.logx.Logger method) log_tabular() (spinup.utils.logx.EpochLogger method) (spinup.utils.logx.Logger method)

logdir command line option Logger (class in spinup.utils.logx)

M

mpi_avg() (in module spinup.utils.mpi_tools) mpi_avg_grads() (in module spinup.utils.mpi_pytorch)

mpi_fork() (in module spinup.utils.mpi_tools) mpi_statistics_scalar() (in module spinup.utils.mpi_tools) MpiAdamOptimizer (class in spinup.utils.mpi_tf)

N

num_procs() (in module spinup.utils.mpi_tools)

P

ppo_pytorch() (in module spinup) ppo_tf1() (in module spinup)

print() (spinup.utils.run_utils.ExperimentGrid method) proc_id() (in module spinup.utils.mpi_tools)

R

restore_tf_graph() (in module spinup.utils.logx)

run() (spinup.utils.run_utils.ExperimentGrid method)

S

sac_pytorch() (in module spinup) sac_tf1() (in module spinup) save_config() (spinup.utils.logx.Logger method) save_state() (spinup.utils.logx.Logger method) setup_logger_kwargs() (in module spinup.utils.run_utils) setup_pytorch_for_mpi() (in module spinup.utils.mpi_pytorch) setup_pytorch_saver() (spinup.utils.logx.Logger method)

setup_tf_saver() (spinup.utils.logx.Logger method) spinup.utils.mpi_pytorch (module) spinup.utils.mpi_tf (module) spinup.utils.mpi_tools (module) store() (spinup.utils.logx.EpochLogger method) sync_all_params() (in module spinup.utils.mpi_tf) sync_params() (in module spinup.utils.mpi_pytorch)

T

td3_pytorch() (in module spinup)

td3_tf1() (in module spinup) trpo_tf1() (in module spinup)

V

variant_name() (spinup.utils.run_utils.ExperimentGrid method) variants() (spinup.utils.run_utils.ExperimentGrid method)

vpg_pytorch() (in module spinup) vpg_tf1() (in module spinup)