30 Results

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		Variance Reduction in Off-Policy Deep Reinforcement Learning using Spectral Normalization Payal Bawa · Rafael Oliveira · Fabio Ramos
Workshop		Efficient Multi-Horizon Learning for Off-Policy Reinforcement Learning Raja Farrukh Ali · Nasik Muhammad Nafi · Kevin Duong · William Hsu
Poster	Thu 14:00	Action-modulated midbrain dopamine activity arises from distributed control policies Jack Lindsey · Ashok Litwin-Kumar
Workshop		On Convergence of Average-Reward Off-Policy Control Algorithms in Weakly-Communicating MDPs Yi Wan · Richard Sutton
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	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
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