pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction. Codes are heavily borrowed from https://github.com/ikostrikov/pytorch-a3c (I finally failed to reproduce it, and have not maintained this repo for 2 years. Go to https://github.com/pathak22/noreward-rl for the author's repo)