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» Interaction Modeling with Artificial Life Agents
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ATAL
2010
Springer
13 years 9 months ago
Modeling collision avoidance behavior for virtual humans
In this paper, we present a new trajectory planning algorithm for virtual humans. Our approach focuses on implicit cooperation between multiple virtual agents in order to share th...
Stephen J. Guy, Ming C. Lin, Dinesh Manocha
IEEEICCI
2003
IEEE
14 years 2 months ago
A Layered Reference Model of the Brain
– A variety of life functions and cognitive processes have been identified in cognitive informatics, psychology, cognitive science, and neurophilosophy. This paper attempts to de...
Yingxu Wang, Shushma Patel, Dilip Patel, Ying Wang
ATAL
2010
Springer
13 years 9 months ago
Self-organization for coordinating decentralized reinforcement learning
Decentralized reinforcement learning (DRL) has been applied to a number of distributed applications. However, one of the main challenges faced by DRL is its convergence. Previous ...
Chongjie Zhang, Victor R. Lesser, Sherief Abdallah
AI
2005
Springer
13 years 8 months ago
A logic-based model of intention formation and action for multi-agent subcontracting
We present a formalism for representing the formation of intentions by agents engaged in cooperative activity. We use a syntactic approach presenting a formal logical calculus tha...
John Grant, Sarit Kraus, Donald Perlis
ATAL
2007
Springer
14 years 22 days ago
On discovery and learning of models with predictive representations of state for agents with continuous actions and observations
Models of agent-environment interaction that use predictive state representations (PSRs) have mainly focused on the case of discrete observations and actions. The theory of discre...
David Wingate, Satinder P. Singh