27 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management
Dhawal Gupta, Yinlam Chow, Aza Tulepbergenov +2
Reinforcement learning (RL) has shown great promise for developing dialogue management (DM) agents that are non-myopic, conduct rich conversations, and maximize overall user satisf…
cs.AI2013★ 27 cited
Value-Directed Belief State Approximation for POMDPs
Pascal Poupart, Craig Boutilier
We consider the problem belief-state monitoring for the purposes of implementing a policy for a partially-observable Markov decision process (POMDP), specifically how one might app…