PacBayesianSoftActorCritic

This repository includes the code to replicate the pac4sac algorithm from paper:

PAC-Bayesian Soft Actor-Critic Learning
Bahareh Tasdighi, Abdullah Akgül, Manuel Haussmann,Kenny Kazimirzak Brink, Melih Kandemir,2024

PAC4SAC

To train pac4sac on cartpole swingup environment run the following command:

python main.py

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
LICENSE		LICENSE
README.md		README.md
agent.py		agent.py
architectures.py		architectures.py
control_experiments.py		control_experiments.py
dmcontrol_environment.py		dmcontrol_environment.py
experience_memory.py		experience_memory.py
get_model.py		get_model.py
main.py		main.py
make_environment.py		make_environment.py
model_basic.py		model_basic.py
pac4sac.py		pac4sac.py
sac.py		sac.py