openai / Random Network Distillation
Code for the paper "Exploration by Random Network Distillation"
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Status: Archive (code is provided as-is, no updates expected)
Exploration by Random Network Distillation
Yuri Burda*, Harri Edwards*, Amos Storkey, Oleg Klimov
*equal contribution
OpenAI
University of Edinburgh
Installation and Usage
The following command should train an RND 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).
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