Sentence examples for adaptive agents from inspiring English sources

Also, it is remarked by [6] that training adaptive agents without considering the adaptation of other agents is not mathematically justified and it is prone to reaching a local maximum where agents quickly stop learning.

Intelligent and adaptive agents.

But however they are defined, these new findings validate Sacks's belief in plants as individuals – active and adaptive agents.

In this sense, Dr. Bargh argues, unconscious goals can be seen as open-ended, adaptive agents acting on behalf of the broad, genetically encoded aims — automatic survival systems.

So these are the components of all complex, adaptive systems a medium-sized number of intelligent, adaptive agents interacting on the basis of local information.

Reinforcement learning (RL) is a widely used learning paradigm for adaptive agents.

This paper describes an adaptive agent model of rangelands based on concepts of complex adaptive systems.

Each adaptive agent represents a generator who develops a bid price and quantity based on a reinforcement learning algorithm.

When thinking about the adaptive control problem in this way, the aim of the adaptive agent is simply to avoid surprise.

It consists of an adaptive agent that uses fuzzy algorithms to work in a lifelong learning mode, assimilating the users' needs and preferences.

In this paper we describe preliminary work that integrates the metacognitive architecture MIDCA with an autonomous TREX agent, creating a more self-observable and adaptive agent.