The syntax and semantics of goals
An academic paper published on arXiv that proposes treating goals as compositional representations with syntactic and semantic structure. Drawing on the syntax–semantics interface from linguistics and logic, it analyzes the form and meaning of goals and provides a theoretical framework for goal design in intelligent systems.
Timeline (last 90 days)
The arXiv paper 'The syntax and semantics of goals' proposes that goals should be viewed as representations with syntactic and semantic structure, rather than merely as constraints on behavior.
The paper argues that goals are fundamentally compositional representations whose content is directly relevant to rational behavior.
The paper maps the study of goals onto the syntax-semantics interface from linguistics and logic.
The paper proposes that there is a design space for goal representations, with different representations involving trade-offs among expressiveness, design approach, and computational efficiency.
The paper proposes that constraints on goal representations themselves can be studied, rather than treating goals solely as fixed constraints imposed on behavior.
At the end of the paper, the authors discuss the threefold value of distinguishing goal form from meaning: revealing implicit assumptions, studying the interaction between higher-level cognition and motivation, and separating the dimensions along which different conceptions of goals vary.
The paper does not propose a specific algorithm or model, but instead provides a conceptual analytical perspective.
All Facts (7)
The arXiv paper 'The syntax and semantics of goals' proposes that goals should be viewed as representations with syntactic and semantic structure, rather than merely as constraints on behavior.
50%UnverifiedThe paper argues that goals are fundamentally compositional representations whose content is directly relevant to rational behavior.
50%UnverifiedThe paper maps the study of goals onto the syntax-semantics interface from linguistics and logic.
50%UnverifiedThe paper proposes that there is a design space for goal representations, with different representations involving trade-offs among expressiveness, design approach, and computational efficiency.
50%UnverifiedThe paper proposes that constraints on goal representations themselves can be studied, rather than treating goals solely as fixed constraints imposed on behavior.
50%UnverifiedAt the end of the paper, the authors discuss the threefold value of distinguishing goal form from meaning: revealing implicit assumptions, studying the interaction between higher-level cognition and motivation, and separating the dimensions along which different conceptions of goals vary.
50%UnverifiedThe paper does not propose a specific algorithm or model, but instead provides a conceptual analytical perspective.
50%