Files
baselines/baselines/ppo2/defaults.py
Mathieu Poliquin a071fa7630 Add retro to ppo2 defaults (#682)
* Adds retro to ppo2 defaults

Created defaults for retro, copied from Atari defaults for now. Tested with SuperMarioBros-Nes

* ppo2 retro defaults to atari
2018-10-30 10:17:46 -07:00

26 lines
533 B
Python

def mujoco():
return dict(
nsteps=2048,
nminibatches=32,
lam=0.95,
gamma=0.99,
noptepochs=10,
log_interval=1,
ent_coef=0.0,
lr=lambda f: 3e-4 * f,
cliprange=0.2,
value_network='copy'
)
def atari():
return dict(
nsteps=128, nminibatches=4,
lam=0.95, gamma=0.99, noptepochs=4, log_interval=1,
ent_coef=.01,
lr=lambda f : f * 2.5e-4,
cliprange=lambda f : f * 0.1,
)
def retro():
return atari()