research
∙
12/01/2022
Five Properties of Specific Curiosity You Didn't Know Curious Machines Should Have
Curiosity for machine agents has been a focus of lively research activit...
share
research
∙
05/20/2022
Prototyping three key properties of specific curiosity in computational reinforcement learning
Curiosity for machine agents has been a focus of intense research. The s...
research
∙
07/13/2020
Efficient Planning in Large MDPs with Weak Linear Function Approximation
Large-scale Markov decision processes (MDPs) require planning algorithms...
research
∙
10/04/2019
Discounted Reinforcement Learning is Not an Optimization Problem
Discounted reinforcement learning is fundamentally incompatible with fun...
research
∙
09/28/2018
Differentially Private Contextual Linear Bandits
We study the contextual linear bandit problem, a version of the standard...
research
∙
02/13/2016