Code inspired by Exploration using Random Distillation
The following command should train an Empowerment agent on Montezuma's Revenge
python run_atari.py --gamma_ext 0.999
To use more than one gpu/machine, use MPI (e.g. mpiexec -n 8 python run_atari.py --num_env 128 --gamma_ext 0.999
should use 1024 parallel environments to collect experience on an 8 gpu machine).