PyTorch implementation of Never Give Up: Learning Directed Exploration Strategies [Paper]
Only the episodic curiosity with embedding network has been implemented.
Tested with Python 3.7.9
pip install -r requirements.txt
python train.py
Results on 5x5 gym-maze