Stochastic Loss Aversion for Random Medium Access

Details Stochastic Loss Aversion for Random Medium Access Stochastic Loss Aversion for Random Medium Access

2012-01-09

arxiv.org/abs/1201.1776v2

Computer Science

Computer Science and Game Theory

Scientific paper

We consider a slotted-ALOHA LAN with loss-averse, noncooperative greedy users. To avoid non-Pareto equilibria, particularly deadlock, we assume probabilistic loss-averse behavior. This behavior is modeled as a modulated white noise term, in addition to the greedy term, creating a diffusion process modeling the game. We observe that when player's modulate with their throughput, a more efficient exploration of play-space results, and so finding a Pareto equilibrium is more likely over a given interval of time.

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