MetaCart Sign in to MyCiteSeerX

Include Citations | Advanced Search | Help

Disambiguated Search | Include Citations | Advanced Search | Help

Analyzing the Evolution of Communication from a Dynamical Systems Perspective (0) [3 citations — 0 self]

by Edwin D. De Jong
In Proceedings of the European Conference on Artificial Life ECAL'99
Add To MetaCart

Abstract:

. We study the evolution of communication where concepts are developed individually by agents and relations between concepts and forms (words, signals) are learned through interaction with other agents. By constructing concepts based on experience with the same environment, agents develop similar conceptual systems. Concepts represent situations in the environment. The system of associations between forms and meanings is viewed as a dynamical system. This paper presents first results with investigating the phase space of the system. The analysis contributed to understanding the interaction between association strengths of different agents and of different meanings. Introduction In studying the evolution of communication, an important question is that of how stable systems connecting concepts and forms (words, signals) may come about. In this paper, we will be investigating the case where these connections are learned by a group of agents in a shared environment, as opposed to the case...

Citations

189 Reinforcement learning with selective perception and hidden state – McCallum - 1995
166 Dynamic patterns: Self-organization of Brain and Behavior – KELSO - 1995
113 The Evolution of Communication – Hauser - 1996
110 The synthetic modeling of language origins – Steels - 1997
71 Emergent adaptive lexicons – Steels - 1996
63 Perceptually grounded meaning creation – Steels - 1995
52 Language as a dynamical system – Elman - 1995
39 Towards an articulatory phonology – Browman, Goldstein - 1986
19 Monkey responses to three different alarm calls: Evidence of predator classification and semantic communication – Seyfarth, Cheney, et al. - 1980
15 How Should a Robot Discriminate Between Objects? A comparison between two methods – Jong, Vogt - 1998
8 Dynamics and coordinate systems in skilled sensorimotor activity – Saltzman - 1995
7 Autonomous concept formation – Jong - 1999
4 Phase Transitions in Speech Production and Their Perceptual Consequences – Tuller, Kelso - 1990
2 Q-learning with adaptive state space construction – Murao, Kitamura - 1998