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Novel RL algorithms to verify the competitive and cooperative learning abilities of goal-oriented agents for decision-making are developed.
By focusing on agents in their everyday practice of water management, the paper identifies five different types of agents – goal-oriented agents, agents maintaining positions, opportunistic, reactive, and supportive agents.
In this paper we present our formalisation of a resilient goal-oriented multi-agent system and its essential properties.
Goal-oriented and agent-oriented modelling provides an effective approach to the understanding of distributed information systems that need to operate in open, heterogeneous and evolving environments.
I then develop a model of a goal-oriented, socially-embedded agent in which the usual concept of the individual is challenged, and hope and despair are fundamental to this challenge.
The agents are usually goal-oriented, variable in number and, the condition of the environment can be affected by other agents.
After that, in order to build conversational agents which can generate more natural responses, we applied statistical modeling techniques to understand whether and how social language is related to user engagement and task completion in goal-oriented conversations, which motivated us to propose a conversational agent model capable of incoporating social language into agent responses.
Then, I will present my work on building agents that collaborate with people through goal-oriented conversation.
Lissitzky's entire career was laced with the belief that the artist could be an agent for change, later summarized with his edict, "das zielbewußte Schaffen" (goal-oriented creation).
"I'm goal-oriented.
Don't be goal-oriented.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com