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For others, it's more about the satisfaction of a particular career, or about the social skills or intellectual rewards gained from the college experience.
According to equity theory, people pursue a balance between their investments in and the rewards gained from their work, such that their own investment/reward ratio is the same as that of similar others.
Still, Terry Madden, the agency's chief executive, was pleased, saying, "It is always a great day for clean athletes when individuals who cheat are held accountable and stripped of the rewards gained through doping".
This is in contrast to other crime modeling research that has used reinforcement learning where the accumulated rewards gained from prior experiences are used to guide agent learning.
Furthermore, DRL for agents, which is a simple iterative algorithm by which optimal actions are learnt through rewards gained by exploring the unknown environment, can be applied to improve the control characteristics.
Suzuki's objective in writing the book was to document his experiences of personal rewards gained from the environmental movement and to illustrate, specifically for young people, opportunities in environmentalism.
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Five of the gang, including the ghostly figure of "Basil", who has not been identified and on whose head there is now a £20,000 reward, gained access to the Hatton Garden Safe Deposit company and disconnected the CCTV and alarms.
A real-valued one-step reward function r : S × A → ℝ, where r = r(s i, a k ) is the reward gained by taking action a k in state s i. p(s i, s j, a k ) means the probability that the system will be state s j ∈ S when action a k ∈ A(s i ) in sate s i ∈ S is chosen.
The total money reward gained by each subject was €55 in each condition (€155 total).
The total monetary reward gained by each subject in each condition was always the same.
The reward assigned to the unchosen option, ρ (middle plot), had a strong leverage on the reward gained.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com