11 citations · 11 across the 3 of their papers we have counts for
4 papers
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function
A. B. Siddique, M. H. Maqbool, Kshitija Taywade +1
Task-oriented dialog systems enable users to accomplish tasks using natural language. State-of-the-art systems respond to users in the same way regardless of their personalities, a…
Using Non-Stationary Bandits for Learning in Repeated Cournot Games with Non-Stationary Demand
Kshitija Taywade, Brent Harrison, Judy Goldsmith
Many past attempts at modeling repeated Cournot games assume that demand is stationary. This does not align with real-world scenarios in which market demands can evolve over a prod…
Modelling Cournot Games as Multi-agent Multi-armed Bandits
Kshitija Taywade, Brent Harrison, Adib Bagh
We investigate the use of a multi-agent multi-armed bandit (MA-MAB) setting for modeling repeated Cournot oligopoly games, where the firms acting as agents choose from the set of a…
Multi-agent Reinforcement Learning for Decentralized Stable Matching
Kshitija Taywade, Judy Goldsmith, Brent Harrison
In the real world, people/entities usually find matches independently and autonomously, such as finding jobs, partners, roommates, etc. It is possible that this search for matches…