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Code is badly out of date. All links are broken. Please tell Google to update it or remove it. This may help: OLD import gym NEW import gymnasium as gym OLD FrozenLake-v0 NEW FrozenLake-v1 Also, for the state function it will need to return 5 values now instead of 4 and the out of date gym.openai.com links are on gynasium.org This is the updated bio for Bellman: Richard Bellman (1920 - 1984) - Biography - MacTutor History of Mathematics (st-andrews.ac.uk)

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