Reinforcement learning

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Reinforcement learning is a very general framework for sequential decision-making. It is often argued to be the setting for artificial general intelligence (AGI), and to be solved by AIXI.

Setting

Action, observation and rewards.

Algorithms

SchrittwieserAHSS+19 introduced MuZero.

Challenges and risks

Safe exploration.