added sanity check for computed trajectory duration/length and environment episode length

This commit is contained in:
ottofabian
2021-07-19 14:05:25 +02:00
parent c6b4cff3a3
commit 7e2f5d664b
6 changed files with 68 additions and 17 deletions
+18 -9
View File
@@ -38,6 +38,7 @@ def example_dmc(env_id="fish-swim", seed=1, iterations=1000, render=True):
obs = env.reset()
env.close()
del env
def example_custom_dmc_and_mp(seed=1, iterations=1, render=True):
@@ -78,7 +79,12 @@ def example_custom_dmc_and_mp(seed=1, iterations=1, render=True):
"d_gains": 0.05
}
}
env = make_dmp_env(base_env, wrappers=wrappers, seed=seed, mp_kwargs=mp_kwargs)
kwargs = {
"time_limit": 20,
"episode_length": 1000,
# "frame_skip": 1
}
env = make_dmp_env(base_env, wrappers=wrappers, seed=seed, mp_kwargs=mp_kwargs, **kwargs)
# OR for a deterministic ProMP:
# env = make_detpmp_env(base_env, wrappers=wrappers, seed=seed, mp_kwargs=mp_args)
@@ -105,6 +111,7 @@ def example_custom_dmc_and_mp(seed=1, iterations=1, render=True):
obs = env.reset()
env.close()
del env
if __name__ == '__main__':
@@ -113,16 +120,18 @@ if __name__ == '__main__':
# For rendering DMC
# export MUJOCO_GL="osmesa"
render = False
# Standard DMC Suite tasks
example_dmc("fish-swim", seed=10, iterations=1000, render=True)
# Manipulation tasks
# Disclaimer: The vision versions are currently not integrated and yield an error
example_dmc("manipulation-reach_site_features", seed=10, iterations=250, render=True)
# # Standard DMC Suite tasks
# example_dmc("fish-swim", seed=10, iterations=1000, render=render)
#
# # Manipulation tasks
# # Disclaimer: The vision versions are currently not integrated and yield an error
# example_dmc("manipulation-reach_site_features", seed=10, iterations=250, render=render)
# Gym + DMC hybrid task provided in the MP framework
example_dmc("dmc_ball_in_cup-catch_detpmp-v0", seed=10, iterations=1, render=True)
example_dmc("dmc_ball_in_cup-catch_detpmp-v0", seed=10, iterations=1, render=render)
# Custom DMC task
example_custom_dmc_and_mp(seed=10, iterations=1, render=True)
# Different seed, because the episode is longer for this example and the name+seed combo is already registered above
example_custom_dmc_and_mp(seed=11, iterations=1, render=render)