The adoption of algorithms based on Artificial Intelligence (AI) has been rapidly increasing
during the last few years. However, some aspects of AI techniques are under heavy scrutiny …

Agents are a special kind of AI-based software in that they interact in complex environments
and have increased potential for emergent behaviour, even in isolation. Explaining such …

Policy Graphs (PGs) are a method for representing the behaviour of opaque agents by
observing them in the environment and producing graphs where the state and action spaces …

Reinforcement learning is a Machine Learning technique where an agent learns how to
interact in an dynamic environment by performing actions and getting rewards or …

Les tècniques d'aprenentatge per reforç creen models de caixa negra impredictibles,
afectant a la seguretat/confiança en els agents. Es proposa buscar i/o dissenyar un entorn …

ABSTRACT Policy Graphs (PGs) are a method for representing the behaviour of opaque
agents by observing them in the environment and producing graphs where the state and …