Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
From complex environments to complex behaviors
Adaptive Behavior - Special issue on environment structure and behavior
Open problems in artificial life
Artificial Life - Special issue on the Artificial Life VII: looking backward, looking forward
Adaptive algorithms for the dynamic distribution and parallel execution of agent-based models
Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms
Web Intelligence and Agent Systems
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Although they are vastly outnumbered by simpler control systems, complex, "deliberative" control systems have evolved on our planet. Hence, agents with deliberative capabilities must have adaptive advantages over agents with simpler control systems in some environments. This paper examines the tradeoffs between the costs of control systems and the benefits they offer in a variety of environments and dmcusses the implications of these tradeoffs on evolutionary trajectories from "reactive" control systems, through somewhat more complex "affective" systems, to genuine deliberative systems.