3 papers
cs.LO2026
Strategies in Sabotage Games: Temporal and Epistemic Perspectives
Nina Gierasimczuk, Katrine B. P. Thoft
Sabotage games are played on a dynamic graph, in which one agent, called a runner, attempts to reach a goal state, while being obstructed by a demon who at each round removes an ed…
cs.AI2025
Who is Afraid of Minimal Revision?
Edoardo Baccini, Zoé Christoff, Nina Gierasimczuk +1
The principle of minimal change in belief revision theory requires that, when accepting new information, one keeps one's belief state as close to the initial belief state as possib…
cs.AI2025
SymDQN: Symbolic Knowledge and Reasoning in Neural Network-based Reinforcement Learning
Ivo Amador, Nina Gierasimczuk
We propose a learning architecture that allows symbolic control and guidance in reinforcement learning with deep neural networks. We introduce SymDQN, a novel modular approach that…