TACE

adaptive TrAjectory-Constrained Exploration strategy

Requirements

Creat the running environment with the following command:

conda env create -f environment.yml

How to run it

python3 demo_ppo_mmd.py

Citing

Please use this bibtex if you want to cite this repository in your publications :

@article{wang2024adaptive,
    title={Adaptive trajectory-constrained exploration strategy for deep reinforcement learning},
    author={Wang, Guojian and Wu, Faguo and Zhang, Xiao and Guo, Ning and Zheng, Zhiming},
    journal={Knowledge-Based Systems},
    volume={285},
    pages={111334},
    year={2024},
    publisher={Elsevier}
}