Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

feature(zt): add stochastic muzero #45

Closed
wants to merge 5 commits into from
Closed

feature(zt): add stochastic muzero #45

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
5 commits
Select commit Hold shift + click to select a range
27d9b01
add stochastic mz ptree
timothijoe Jun 10, 2023
3799b46
add stochastic mz ctree
timothijoe Jun 10, 2023
14e3822
add box2d, classic conrol, and 2048 config
Jun 13, 2023
06c0558
made corrections to the comments and naming issues
Jun 16, 2023
fa88aab
made corrections to the comments and naming issues
Jun 16, 2023
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 3 additions & 1 deletion lzero/entry/train_muzero.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@ def train_muzero(
"""

cfg, create_cfg = input_cfg
assert create_cfg.policy.type in ['efficientzero', 'muzero', 'sampled_efficientzero', 'gumbel_muzero'], \
assert create_cfg.policy.type in ['efficientzero', 'muzero', 'sampled_efficientzero', 'gumbel_muzero', 'stochastic_muzero'], \
"train_muzero entry now only support the following algo.: 'efficientzero', 'muzero', 'sampled_efficientzero', 'gumbel_muzero'"

if create_cfg.policy.type == 'muzero':
Expand All @@ -55,6 +55,8 @@ def train_muzero(
from lzero.mcts import SampledEfficientZeroGameBuffer as GameBuffer
elif create_cfg.policy.type == 'gumbel_muzero':
from lzero.mcts import GumbelMuZeroGameBuffer as GameBuffer
elif create_cfg.policy.type == 'stochastic_muzero':
from lzero.mcts import StochasticMuZeroGameBuffer as GameBuffer

if cfg.policy.cuda and torch.cuda.is_available():
cfg.policy.device = 'cuda'
Expand Down
1 change: 1 addition & 0 deletions lzero/mcts/buffer/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,3 +2,4 @@
from .game_buffer_efficientzero import EfficientZeroGameBuffer
from .game_buffer_sampled_efficientzero import SampledEfficientZeroGameBuffer
from .game_buffer_gumbel_muzero import GumbelMuZeroGameBuffer
from .game_buffer_stochastic_muzero import StochasticMuZeroGameBuffer
696 changes: 696 additions & 0 deletions lzero/mcts/buffer/game_buffer_stochastic_muzero.py
View file
Open in desktop

Large diffs are not rendered by default.

Empty file added lzero/mcts/ctree/ctree_stochastic_muzero/__init__.py
View file
Open in desktop
Empty file.
Loading