Current and future challenges in knowledge representation and reasoning

JP Delgrande, B Glimm, T Meyer… - arxiv preprint arxiv …, 2023 - arxiv.org
Knowledge Representation and Reasoning is a central, longstanding, and active area of
Artificial Intelligence. Over the years it has evolved significantly; more recently it has been …

Current and Future Challenges in Knowledge Representation and Reasoning (Dagstuhl Perspectives Workshop 22282)

JP Delgrande, B Glimm, T Meyer… - Dagstuhl …, 2024 - drops.dagstuhl.de
Abstract Knowledge Representation and Reasoning is a central, longstanding, and active
area of Artificial Intelligence. Over the years it has evolved significantly; more recently it has …

LTLf synthesis on first-order action theories

T Hofmann, J Claßen - arxiv preprint arxiv:2410.00726, 2024 - arxiv.org
Golog is an expressive high-level agent language that includes nondeterministic operators
which allow to leave some of the decisions to be made only at execution time. This so-called …

YODA: yet another agent description language

N Del Giudice, M Loreti - 2022 IEEE International Conference …, 2022 - ieeexplore.ieee.org
Multi-Agent Systems (MASs) consist of a large number of entities, or agents, that cooperate
and compete with each other to reach local and global goals. Agents operate immersed in …

LTLf Synthesis on First-Order Agent Programs in Nondeterministic Environments

T Hofmann, J Claßen - 2024 - forskning.ruc.dk
We investigate the synthesis of policies for high-level agent programs expressed in Golog, a
language based on situation calculus that incorporates nondeterministic programming …

[PDF][PDF] Projection of belief in the presence of nondeterministic actions and fallible sensing

J Claßen, JP Delgrande - Proceedings of the International …, 2022 - jens-classen.net
We recently presented a Situation Calculus-based framework for modelling an agent who
has incomplete or inaccurate knowledge about its environments, whose actions are …

Optimal Manufacturing Controller Synthesis Using Situation Calculus

O Adalat, D Scrimieri, S Konur - International Conference on Innovative …, 2023 - Springer
In this paper, we discuss a framework for synthesising manufacturing process controllers
using situation calculus, a well-known second-order logic for reasoning about actions in AI …

Strategy Synthesis for First-Order Agent Programs over Finite Traces

T Hofmann, J Claßen - 35th Nordic Workshop on Programming …, 2024 - forskning.ruc.dk
In this work, we consider the task of synthesizing an execution strategy for an agent from a
high-level description of the initial state of the world, the actions at the agent's disposal, a …