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GitHub / Mamba413 / ROOM

Robust Offline Policy Evaluation and Optimization with Heavy-Tailed Rewards

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mamba413%2FROOM

Stars: 2
Forks: 0
Open Issues: 0

License: None
Language: Python
Repo Size: 955 KB
Dependencies: 175

Created: 4 months ago
Updated: 4 months ago
Last pushed: 4 months ago
Last synced: 4 months ago

Topics: heavy-tailed-distributions, off-policy-evaluation, offline-reinforcement-learning, robust-statistics

Files

Readme

Dependencies

requirement.txt pypi

Cython ==0.29.36
Gymnasium ==0.26.3
Jinja2 ==3.1.2
Markdown ==3.4.4
MarkupSafe ==2.1.3
Pillow ==8.2.0
PyOpenGL ==3.1.7
PySocks ==1.7.1
PyWavelets ==1.4.1
PyYAML ==6.0.1
Pygments ==2.15.1
Werkzeug ==2.3.6
absl-py ==1.4.0
aiosignal ==1.3.1
akro ==0.0.8
asttokens ==2.2.1
astunparse ==1.6.3
attrs ==23.1.0
backcall ==0.2.0
beautifulsoup4 ==4.12.2
cached-property ==1.5.2
cachetools ==5.3.1
certifi ==2023.7.22
cffi ==1.15.1
charset-normalizer ==3.2.0
chex ==0.1.7
click ==8.0.4
cloudpickle ==1.3.0
cma ==2.7.0
cmake ==3.27.0
contextlib2 ==21.6.0
contourpy ==1.1.0
cycler ==0.11.0
decorator ==5.1.1
distlib ==0.3.7
dm-control ==1.0.14
dm-env ==1.6
dm-tree ==0.1.8
dowel ==0.0.3
etils ==1.3.0
executing ==1.2.0
fasteners ==0.18
filelock ==3.12.2
flatbuffers ==23.5.26
flax ==0.7.2
fonttools ==4.41.1
forestci ==0.6
frozenlist ==1.4.0
future ==0.18.3
garage ==2021.3.0
gast ==0.4.0
gdown ==4.7.1
glfw ==2.6.2
google-auth ==2.22.0
google-auth-oauthlib ==1.0.0
google-pasta ==0.2.0
grpcio ==1.56.2
gym ==0.17.2
gym-notices ==0.0.8
gymnasium-notices ==0.0.1
h5py ==3.9.0
idna ==3.4
imageio ==2.31.1
imageio-ffmpeg ==0.4.9
importlib-metadata ==6.8.0
importlib-resources ==6.0.0
ipython ==8.12.2
jax ==0.4.13
jaxlib ==0.4.13
jedi ==0.19.0
joblib ==1.3.1
jsonschema ==4.18.4
jsonschema-specifications ==2023.7.1
keras ==2.13.1
kiwisolver ==1.4.4
labmaze ==1.0.6
lazy_loader ==0.3
libclang ==16.0.6
lit ==16.0.6
lxml ==4.9.3
lz4 ==4.3.2
markdown-it-py ==3.0.0
matplotlib ==3.7.2
matplotlib-inline ==0.1.6
mdurl ==0.1.2
ml-collections ==0.1.1
ml-dtypes ==0.2.0
mpmath ==1.3.0
msgpack ==1.0.5
mujoco ==2.3.7
mujoco-py ==2.1.2.14
nest-asyncio ==1.5.8
networkx ==3.1
numpy ==1.24.3
nvidia-cublas-cu11 ==11.10.3.66
nvidia-cuda-cupti-cu11 ==11.7.101
nvidia-cuda-nvrtc-cu11 ==11.7.99
nvidia-cuda-runtime-cu11 ==11.7.99
nvidia-cudnn-cu11 ==8.5.0.96
nvidia-cufft-cu11 ==10.9.0.58
nvidia-curand-cu11 ==10.2.10.91
nvidia-cusolver-cu11 ==11.4.0.1
nvidia-cusparse-cu11 ==11.7.4.91
nvidia-nccl-cu11 ==2.14.3
nvidia-nvtx-cu11 ==11.7.91
oauthlib ==3.2.2
offlinerlkit ==0.0.1
opt-einsum ==3.3.0
optax ==0.1.7
orbax-checkpoint ==0.2.3
packaging ==23.1
pandas ==2.0.3
parso ==0.8.3
patchelf ==0.17.2.1
patsy ==0.5.3
pexpect ==4.8.0
pickleshare ==0.7.5
pkgutil_resolve_name ==1.3.10
platformdirs ==3.10.0
prompt-toolkit ==3.0.39
protobuf ==3.20.3
psutil ==5.9.5
ptyprocess ==0.7.0
pure-eval ==0.2.2
pyarrow ==12.0.1
pyasn1 ==0.5.0
pyasn1-modules ==0.3.0
pybullet ==3.2.5
pycparser ==2.21
pyglet ==1.5.0
pyparsing ==3.0.9
python-dateutil ==2.8.2
pytz ==2023.3
ray ==2.6.2
referencing ==0.30.0
requests ==2.31.0
requests-oauthlib ==1.3.1
rich ==13.5.2
rpds-py ==0.9.2
rsa ==4.9
scikit-image ==0.21.0
scikit-learn ==1.3.0
scipy ==1.10.1
setproctitle ==1.3.2
six ==1.16.0
soupsieve ==2.5
stack-data ==0.6.2
statsmodels ==0.14.0
sympy ==1.12
tabulate ==0.9.0
tensorboard ==2.13.0
tensorboard-data-server ==0.7.1
tensorboardX ==2.1
tensorflow ==2.13.0
tensorflow-estimator ==2.13.0
tensorflow-io-gcs-filesystem ==0.33.0
tensorflow-probability ==0.20.1
tensorstore ==0.1.45
termcolor ==2.3.0
threadpoolctl ==3.2.0
tifffile ==2023.7.10
toolz ==0.12.0
torch ==1.7.1
torchvision ==0.8.2
tqdm ==4.65.0
traitlets ==5.9.0
triton ==2.0.0
typer ==0.9.0
typing_extensions ==4.5.0
tzdata ==2023.3
urllib3 ==1.26.16
virtualenv ==20.24.2
wcwidth ==0.2.6
wrapt ==1.15.0
zipp ==3.16.2