[P] Playing SuperMario Bros. without knowing any scores using flow-based curiosity method
I’ll introduce a new method to play SuperMario Bros. using RL agent and without knowing the scores from the environment (pure exploration). We employ optical flow for evaluating the novelty of states to guide the RL agent.
I hope you find it useful.
Here are some links:
– Demo video: https://www.youtube.com/watch?v=w-a6akKpWT0
– Github: https://github.com/hellochick/MarioO_O-flow-curioisty
– Arxiv: https://arxiv.org/abs/1905.10071
submitted by /u/Kanahei