52 citations · 380 across the 35 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2021
Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition
Bo Liu, Qiang Liu, Peter Stone +3
In real-world multi-agent systems, agents with different capabilities may join or leave without altering the team's overarching goals. Coordinating teams with such dynamic composit…
cs.AI2012★ 23 cited
Belief Propagation for Structured Decision Making
Qiang Liu, Alexander T. Ihler
Variational inference algorithms such as belief propagation have had tremendous impact on our ability to learn and use graphical models, and give many insights for developing or un…