5 citations · 21 across the 12 of their papers we have counts for
3 papers · 1 filter
One More Step Towards Reality: Cooperative Bandits with Imperfect Communication
Udari Madhushani, Abhimanyu Dubey, Naomi Ehrich Leonard +1
The cooperative bandit problem is increasingly becoming relevant due to its applications in large-scale decision-making. However, most research for this problem focuses exclusively…
When to Call Your Neighbor? Strategic Communication in Cooperative Stochastic Bandits
Udari Madhushani, Naomi Leonard
In cooperative bandits, a framework that captures essential features of collective sequential decision making, agents can minimize group regret, and thereby improve performance, by…
Distributed Bandits: Probabilistic Communication on -regular Graphs
Udari Madhushani, Naomi Ehrich Leonard
We study the decentralized multi-agent multi-armed bandit problem for agents that communicate with probability over a network defined by a -regular graph. Every edge in the grap…