How can we help an agent to adapt to different scales of a reward signal?
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Consider the card game with 26 red cards and 26 black cards. The 26 black cards are all held by Adam, while the red cards are spread out across 26 different individuals. A red card and a black card together are worth $100. The players aren’t allowed to change the game, that is, the individuals with red cards cannot get together and form coalitions, and Adam cannot eliminate any of his black cards. Based on the theory of Added Value, we expect that:
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