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GitHub / sarmueller / gibo

This repository contains the code for the paper "Local policy search with Bayesian optimization".

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

Stars: 6
Forks: 6
Open Issues: 0

License: mit
Language: Jupyter Notebook
Repo Size: 87 MB
Dependencies: 60

Created: almost 3 years ago
Updated: 9 months ago
Last pushed: over 1 year ago
Last synced: 9 months ago

Topics: active-learning, bayesian-optimization, gradient-descent, gym, mujoco, policy-gradient, policy-optimization, pytorch, reinforcement-learning

Files

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Readme

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Dependencies

Pipfile pypi

botorch 0.3.1
cython 0.29.21
glfw 1.12.0
gpytorch 1.2.0
gym 0.9.3
matplotlib 3.3.2
mypy 0.812
numpy 1.19.2
pip 20.2.2
pyyaml 5.3.1
torch 1.6.0
torchvision 0.7.0

environment.yaml conda

cython 0.29.21.*
matplotlib 3.3.2.*
mypy 0.812.*
nb_conda 2.2.1.*
numpy 1.19.2.*
pip 20.2.2.*
python 3.8.5.*
pyyaml 5.3.1.*

gym-lqr/setup.py pypi

gym *

requirements.txt pypi

botorch ==0.3.1
cython ==0.29.21
glfw ==2.1.0
gpytorch ==1.2.0
gym ==0.9.3
matplotlib ==3.3.2
mujoco-py ==0.5.7
mypy ==0.812
numpy ==1.19.2
pyyaml ==5.3.1
torch ==1.6.0
torchvision ==0.7.0

Pipfile.lock pypi

botorch ==0.4.0
cloudpickle ==1.6.0
cycler ==0.10.0
cython ==0.29.23
future ==0.18.2
glfw ==2.1.0
gpytorch ==1.4.1
gym ==0.18.0
joblib ==1.0.1
kiwisolver ==1.3.1
matplotlib ==3.4.2
mypy ==0.812
mypy-extensions ==0.4.3
numpy ==1.20.3
pillow ==7.2.0
pyglet ==1.5.0
pyparsing ==2.4.7
python-dateutil ==2.8.1
pyyaml ==5.4.1
scikit-learn ==0.24.2
scipy ==1.6.3
six ==1.16.0
threadpoolctl ==2.1.0
torch ==1.8.1
torchvision ==0.9.1
typed-ast ==1.4.3
typing-extensions ==3.10.0.0