Random Network Distillation (RND)

Random Network Distillation (RND)

• https://arxiv.org/abs/1810.12894
• https://docs.cleanrl.dev/rl-algorithms/ppo-rnd/

RND is an exploration bonus for RL methods that's easy to implement and enables significant progress in some hard exploration Atari games such as Montezuma's Revenge. We use Proximal Policy Gradient as our RL method.