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Farama-Foundation / Miniworld

Simple and easily configurable 3D FPS-game-like environments for reinforcement learning
http://miniworld.farama.org/
Apache License 2.0
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What are list of environments currently solvable by PPO #49

Closed nikhilrayaprolu closed 2 years ago

nikhilrayaprolu commented 2 years ago

In the list of current environments what are practically solvable by current RL algorithms?

maximecb commented 2 years ago

I'm not sure. There's a handful of papers citing miniworld: https://scholar.google.ca/scholar?oi=bibs&hl=en&cites=16015822555890054842

But to my knowledge, outside of the trivial environments (i.e. corridor), these are quite hard to solve because of the sparse rewards.