123 citations · 406 across the 18 of their papers we have counts for
4 papers · 1 filter
On the Expressivity of Markov Reward
David Abel, Will Dabney, Anna Harutyunyan +4
Reward is the driving force for reinforcement-learning agents. This paper is dedicated to understanding the expressivity of reward as a way to capture tasks that we would want an a…
Cognitive science as a source of forward and inverse models of human decisions for robotics and control
Mark K. Ho, Thomas L. Griffiths
Those designing autonomous systems that interact with humans will invariably face questions about how humans think and make decisions. Fortunately, computational cognitive science…
Extending rational models of communication from beliefs to actions
Theodore R. Sumers, Robert D. Hawkins, Mark K. Ho +1
Speakers communicate to influence their partner's beliefs and shape their actions. Belief- and action-based objectives have been explored independently in recent computational mode…
People construct simplified mental representations to plan
Mark K. Ho, David Abel, Carlos G. Correa +3
One of the most striking features of human cognition is the capacity to plan. Two aspects of human planning stand out: its efficiency and flexibility. Efficiency is especially impr…