159 citations · 230 across the 24 of their papers we have counts for
4 papers · 1 filter
Modelling Human Routines: Conceptualising Social Practice Theory for Agent-Based Simulation
Rijk Mercuur, Virginia Dignum, Catholijn M. Jonker
Our routines play an important role in a wide range of social challenges such as climate change, disease outbreaks and coordinating staff and patients in a hospital. To use agent-b…
The Second Type of Uncertainty in Monte Carlo Tree Search
Thomas M Moerland, Joost Broekens, Aske Plaat +1
Monte Carlo Tree Search (MCTS) efficiently balances exploration and exploitation in tree search based on count-derived uncertainty. However, these local visit counts ignore a secon…
Think Too Fast Nor Too Slow: The Computational Trade-off Between Planning And Reinforcement Learning
Thomas M. Moerland, Anna Deichler, Simone Baldi +2
Planning and reinforcement learning are two key approaches to sequential decision making. Multi-step approximate real-time dynamic programming, a recently successful algorithm clas…
Automated Configuration of Negotiation Strategies
Bram M. Renting, Holger H. Hoos, Catholijn M. Jonker
Bidding and acceptance strategies have a substantial impact on the outcome of negotiations in scenarios with linear additive and nonlinear utility functions. Over the years, it has…