209 citations · 595 across the 30 of their papers we have counts for
6 papers · 1 filter
Cognitive Effects in Large Language Models
Jonathan Shaki, Sarit Kraus, Michael Wooldridge
Large Language Models (LLMs) such as ChatGPT have received enormous attention over the past year and are now used by hundreds of millions of people every day. The rapid adoption of…
Multiagent Model-based Credit Assignment for Continuous Control
Dongge Han, Chris Xiaoxuan Lu, Tomasz Michalak +1
Deep reinforcement learning (RL) has recently shown great promise in robotic continuous control tasks. Nevertheless, prior research in this vein center around the centralized learn…
Multi-Agent Reinforcement Learning with Temporal Logic Specifications
Lewis Hammond, Alessandro Abate, Julian Gutierrez +1
In this paper, we study the problem of learning to satisfy temporal logic specifications with a group of agents in an unknown environment, which may exhibit probabilistic behaviour…
Game-theoretic Network Centrality: A Review
Mateusz K. Tarkowski, Tomasz P. Michalak, Talal Rahwan +1
Game-theoretic centrality is a flexible and sophisticated approach to identify the most important nodes in a network. It builds upon the methods from cooperative game theory and ne…
Reasoning About the Transfer of Control
Wiebe van der Hoek, Dirk Walther, Michael Wooldridge
We present DCL-PC: a logic for reasoning about how the abilities of agents and coalitions of agents are altered by transferring control from one agent to another. The logical found…
On the Formal Semantics of Speech-Act Based Communication in an Agent-Oriented Programming Language
R. H. Bordini, A. F. Moreira, R. Vieira +1
Research on agent communication languages has typically taken the speech acts paradigm as its starting point. Despite their manifest attractions, speech-act models of communication…