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Dragan Doder

7 accepted papers

2025

Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models

AAAI 2025technical

Structural equation models (SEM) are a standard approach to representing causal dependencies between variables. In this paper we propose a new interpretation of existing formalisms in the field of Actual Causality in which SEM's are viewed as mechanisms transforming the dynamics of exogenous variabl…

Cited by 0SourcePDFScholar
2024

Higher-Order Argumentation Frameworks: Principles and Gradual Semantics

IJCAI 2024poster

The paper investigates how to evaluate elements in complex argumentation frameworks, where both arguments and attacks are weighted and might be attacked by arguments. We propose the first gradual semantics that assign a numerical value to every argument and attack. The value represents the acceptanc…

Cited by 0SourcePDFScholar
2024

Revising Beliefs and Intentions in Stochastic Environments

IJCAI 2024poster

The development of autonomous agents operating in dynamic and stochastic environments requires theories and models of how beliefs and intentions are revised while taking their interplay into account. In this paper, we initiate the study of belief and intention revision in stochastic environments, wh…

Cited by 0SourcePDFScholar
2023

Probabilistic Temporal Logic for Reasoning about Bounded Policies

IJCAI 2023poster

To build a theory of intention revision for agents operating in stochastic environments, we need a logic in which we can explicitly reason about their decision-making policies and those policies' uncertain outcomes. Towards this end, we propose PLBP, a novel probabilistic temporal logic for Markov D…

Cited by 3SourcePDFScholar