2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.AI2026
Inner Speech as Behavior Guides: Steerable Imitation of Diverse Behaviors for Human-AI coordination
Rakshit Trivedi, Kartik Sharma, David C Parkes
Effective human-AI coordination requires artificial agents capable of exhibiting and responding to human-like behaviors while adapting to changing contexts. Imitation learning has…
cs.LG2024
Easy as ABCs: Unifying Boltzmann Q-Learning and Counterfactual Regret Minimization
Luca D'Amico-Wong, Hugh Zhang, Marc Lanctot +1
We propose ABCs (Adaptive Branching through Child stationarity), a best-of-both-worlds algorithm combining Boltzmann Q-learning (BQL), a classic reinforcement learning algorithm fo…
cs.LG2023★ 2 cited
Chain-of-Thought Reasoning is a Policy Improvement Operator
Hugh Zhang, David C. Parkes
Large language models have astounded the world with fascinating new capabilities. However, they currently lack the ability to teach themselves new skills, relying instead on large…