Chris Harris
6 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Reinforcement Learning
(5)
Methods
(5)
Deep Learning
(2)
Robotics
(2)
Applications · Robotics
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
off-policy evaluation
(2)
reinforcement learning
(2)
maximum entropy
(1)
domain adaptation
(1)
game theory
(1)
function approximation
(1)
policy learning
(1)
image translation
(1)
feature importance
(1)
robotic grasping
(1)
importance sampling
(1)
generalization error
(1)
cost-sensitive classification
(1)
stationary distribution
(1)
fitted value iteration
(1)
continuous action space
(1)
contextual bandit
(1)
surrogate objective
(1)
shapley value
(1)
value-based method
(1)
Papers
Joint Shapley values: a measure of joint feature importance
ICLR 2022
Understanding and Leveraging Overparameterization in Recursive Value Estimation
ICLR 2022
A Maximum-Entropy Approach to Off-Policy Evaluation in Average-Reward MDPs
NeurIPS 2020
RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real
CVPR 2020
Off-Policy Evaluation via Off-Policy Classification
NeurIPS 2019
Surrogate Objectives for Batch Policy Optimization in One-step Decision Making
NeurIPS 2019