activity
20212026
most citedTowards Computationally Efficient Responsibility Attribution in Decentralized Partially Observable MDPs

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.AI2023

Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs

Stelios Triantafyllou, Aleksa Sukovic, Debmalya Mandal +1

Establishing causal relationships between actions and outcomes is fundamental for accountable multi-agent decision-making. However, interpreting and quantifying agents' contributio…

cs.AI2023★ 1 cited

Towards Computationally Efficient Responsibility Attribution in Decentralized Partially Observable MDPs

Stelios Triantafyllou, Goran Radanovic

Responsibility attribution is a key concept of accountable multi-agent decision making. Given a sequence of actions, responsibility attribution mechanisms quantify the impact of ea…