[HTML][HTML] Survey on reinforcement learning for language processing

V Uc-Cetina, N Navarro-Guerrero… - Artificial Intelligence …, 2023 - Springer
In recent years some researchers have explored the use of reinforcement learning (RL)
algorithms as key components in the solution of various natural language processing (NLP) …

Emergent multi-agent communication in the deep learning era

A Lazaridou, M Baroni - arXiv preprint arXiv:2006.02419, 2020 - arxiv.org
The ability to cooperate through language is a defining feature of humans. As the
perceptual, motory and planning capabilities of deep artificial networks increase …

Multi-agent cooperation and the emergence of (natural) language

A Lazaridou, A Peysakhovich, M Baroni - arXiv preprint arXiv:1612.07182, 2016 - arxiv.org
The current mainstream approach to train natural language systems is to expose them to
large amounts of text. This passive learning is problematic if we are interested in developing …

Emergence of linguistic communication from referential games with symbolic and pixel input

A Lazaridou, KM Hermann, K Tuyls, S Clark - arXiv preprint arXiv …, 2018 - arxiv.org
The ability of algorithms to evolve or learn (compositional) communication protocols has
traditionally been studied in the language evolution literature through the use of emergent …

[图书][B] Evolutionary dynamics

MA Nowak - 2006 - books.google.com
At a time of unprecedented expansion in the life sciences, evolution is the one theory that
transcends all of biology. Any observation of a living system must ultimately be interpreted in …

[图书][B] Simulation for the social scientist

N Gilbert, K Troitzsch - 2005 - books.google.com
Simulation for the Social Scientist is a practical textbook on the techniques of building
computer simulations to assist understanding of social and economic issues and problems …

Cognitive ecology

E Hutchins - Topics in cognitive science, 2010 - Wiley Online Library
Cognitive ecology is the study of cognitive phenomena in context. In particular, it points to
the web of mutual dependence among the elements of a cognitive ecosystem. At least three …

[图书][B] Cognitive design for artificial minds

A Lieto - 2021 - taylorfrancis.com
Cognitive Design for Artificial Minds explains the crucial role that human cognition research
plays in the design and realization of artificial intelligence systems, illustrating the steps …

[图书][B] Evolutionary robotics: The biology, intelligence, and technology of self-organizing machines

S Nolfi, D Floreano - 2000 - books.google.com
Evolutionary robotics is a new technqiue for the automatic creation of autonomous robots.
Inspired by the Darwinian principle of selective reproduction of the fittest, it views robots as …

From monkey-like action recognition to human language: An evolutionary framework for neurolinguistics

MA Arbib - Behavioral and brain sciences, 2005 - cambridge.org
The article analyzes the neural and functional grounding of language skills as well as their
emergence in hominid evolution, hypothesizing stages leading from abilities known to exist …