hindsight-experience-replay

Hindsight Experience Replay - Bit flipping experiment in Tensorflow. Check this blog post of mine explaining HER!

This implementation includes:

• Double DQN with 1 hidden layer of size 256.
• Hindsight experience replay memory with "K-future" strategy.
• A very simple bit-flipping evironment as mentioned in the original paper.

To run

To run this code, adjust the hyperparameters from HER.py and type

$ python HER.py

from bash.

TODO's

• Plot training curve with respect to rewards.
• Train on bit length higher than 30