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An agent interacts with an environment over an episode that lasts for 5 time steps (from time step 0 to 4). The sequence of rewards received by the agent is: -1, 0, 5, -2, 10. What is the value of the future return, represented by the notation , if the current time step t is 2 and the final time step T is 4?
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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
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An agent interacts with an environment over an episode that lasts for 5 time steps (from time step 0 to 4). The sequence of rewards received by the agent is: -1, 0, 5, -2, 10. What is the value of the future return, represented by the notation , if the current time step
tis 2 and the final time stepTis 4?Consider an agent interacting with an environment over a single episode. The future return is calculated as the sum of all rewards from a specific time step
tto the final time stepT, represented by the notation . True or False: For any two consecutive time stepstandt+1within the episode, the future return calculated fromtwill be greater than the future return calculated fromt+1if and only if the immediate reward received at time stept, denoted as , is positive.Calculating Future Return