Power Constrained Nonstationary Bandits with Habituation and Recovery Dynamics
PositiveArtificial Intelligence
Power Constrained Nonstationary Bandits with Habituation and Recovery Dynamics
A new research paper introduces the ROGUE bandit framework, addressing the complexities of decision-making in environments where the effectiveness of actions changes over time. This framework is particularly relevant for fields like behavioral health, where understanding how repeated actions can lead to habituation and how inactivity can promote recovery is crucial. By modeling these dynamics, the study offers valuable insights that could enhance intervention strategies, making it a significant contribution to both academic research and practical applications.
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