2 citations · 2 across the 2 of their papers we have counts for
4 papers
Inference of Altruism and Intrinsic Rewards in Multi-Agent Systems
Victor Villin, Christos Dimitrakakis
Human interactions are influenced by emotions, temperament, and affection, often conflicting with individuals' underlying preferences. Without explicit knowledge of those preferenc…
Fair Contracts in Principal-Agent Games with Heterogeneous Types
Jakub Tłuczek, Victor Villin, Christos Dimitrakakis
Fairness is desirable yet challenging to achieve within multi-agent systems, especially when agents differ in latent traits that affect their abilities. This hidden heterogeneity o…
A Minimax Approach to Ad Hoc Teamwork
Victor Villin, Thomas Kleine Buening, Christos Dimitrakakis
We propose a minimax-Bayes approach to Ad Hoc Teamwork (AHT) that optimizes policies against an adversarial prior over partners, explicitly accounting for uncertainty about partner…
Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation
Victor Villin, Naoki Masuyama, Yusuke Nojima
Generating various strategies for a given task is challenging. However, it has already proven to bring many assets to the main learning process, such as improved behavior explorati…