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Workshop
Balanced Off-Policy Evaluation for Personalized Pricing
Adam N. Elmachtoub · Vishal Gupta · YUNFAN ZHAO
Poster
Thu 14:00 Off-Policy Evaluation with Policy-Dependent Optimization Response
Wenshuo Guo · Michael Jordan · Angela Zhou
Workshop
Efficient Multi-Horizon Learning for Off-Policy Reinforcement Learning
Raja Farrukh Ali · Nasik Muhammad Nafi · Kevin Duong · William Hsu
Workshop
Variance Reduction in Off-Policy Deep Reinforcement Learning using Spectral Normalization
Payal Bawa · Rafael Oliveira · Fabio Ramos
Workshop
On Convergence of Average-Reward Off-Policy Control Algorithms in Weakly-Communicating MDPs
Yi Wan · Richard Sutton
Poster
Thu 14:00 Action-modulated midbrain dopamine activity arises from distributed control policies
Jack Lindsey · Ashok Litwin-Kumar
Poster
Thu 14:00 Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions
Audrey Huang · Nan Jiang
Poster
Wed 14:00 Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
Haanvid Lee · Jongmin Lee · Yunseon Choi · Wonseok Jeon · Byung-Jun Lee · Yung-Kyun Noh · Kee-Eung Kim
Poster
Thu 9:00 Markovian Interference in Experiments
Vivek Farias · Andrew Li · Tianyi Peng · Andrew Zheng
Poster
Thu 14:00 The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning
Yunhao Tang · Remi Munos · Mark Rowland · Bernardo Avila Pires · Will Dabney · Marc Bellemare
Poster
Wed 9:00 Policy Gradient With Serial Markov Chain Reasoning
Edoardo Cetin · Oya Celiktutan
Poster
Tue 9:00 The Pitfalls of Regularization in Off-Policy TD Learning
Gaurav Manek · J. Zico Kolter