Yinlam Chow
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2010 – today
- 2019
- [j5]Sumeet Singh
, Yinlam Chow
, Anirudha Majumdar
, Marco Pavone
:
A Framework for Time-Consistent, Risk-Sensitive Model Predictive Control: Theory and Algorithms. IEEE Trans. Automat. Contr. 64(7): 2905-2912 (2019) - [c20]Jonathan Lacotte, Mohammad Ghavamzadeh, Yinlam Chow, Marco Pavone:
Risk-Sensitive Generative Adversarial Imitation Learning. AISTATS 2019: 2154-2163 - [i16]Yinlam Chow, Ofir Nachum, Aleksandra Faust, Mohammad Ghavamzadeh, Edgar A. Duéñez-Guzmán:
Lyapunov-based Safe Policy Optimization for Continuous Control. CoRR abs/1901.10031 (2019) - [i15]Ofir Nachum, Yinlam Chow, Bo Dai, Lihong Li:
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections. CoRR abs/1906.04733 (2019) - [i14]Nir Levine, Yinlam Chow, Rui Shu, Ang Li, Mohammad Ghavamzadeh, Hung Bui:
Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control. CoRR abs/1909.01506 (2019) - [i13]Moonkyung Ryu, Yinlam Chow, Ross Anderson, Christian Tjandraatmadja, Craig Boutilier:
CAQL: Continuous Action Q-Learning. CoRR abs/1909.12397 (2019) - 2018
- [c19]Aviv Tamar, Khashayar Rohanimanesh, Yinlam Chow, Chris Vigorito, Ben Goodrich, Michael Kahane, Derik Pridmore:
Imitation Learning from Visual Data with Multiple Intentions. ICLR (Poster) 2018 - [c18]Yinlam Chow, Ofir Nachum, Mohammad Ghavamzadeh:
Path Consistency Learning in Tsallis Entropy Regularized MDPs. ICML 2018: 978-987 - [c17]Mehrdad Farajtabar, Yinlam Chow, Mohammad Ghavamzadeh:
More Robust Doubly Robust Off-policy Evaluation. ICML 2018: 1446-1455 - [c16]Tengyang Xie, Bo Liu, Yangyang Xu, Mohammad Ghavamzadeh, Yinlam Chow, Daoming Lyu, Daesub Yoon:
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization. NeurIPS 2018: 1073-1083 - [c15]Yinlam Chow, Ofir Nachum, Edgar A. Duéñez-Guzmán, Mohammad Ghavamzadeh:
A Lyapunov-based Approach to Safe Reinforcement Learning. NeurIPS 2018: 8103-8112 - [i12]Mehrdad Farajtabar, Yinlam Chow, Mohammad Ghavamzadeh:
More Robust Doubly Robust Off-policy Evaluation. CoRR abs/1802.03493 (2018) - [i11]Ofir Nachum, Yinlam Chow, Mohammad Ghavamzadeh:
Path Consistency Learning in Tsallis Entropy Regularized MDPs. CoRR abs/1802.03501 (2018) - [i10]Yinlam Chow, Ofir Nachum, Edgar A. Duéñez-Guzmán, Mohammad Ghavamzadeh:
A Lyapunov-based Approach to Safe Reinforcement Learning. CoRR abs/1805.07708 (2018) - [i9]Jonathan Lacotte, Yinlam Chow, Mohammad Ghavamzadeh, Marco Pavone:
Risk-Sensitive Generative Adversarial Imitation Learning. CoRR abs/1808.04468 (2018) - [i8]Bo Liu, Tengyang Xie, Yangyang Xu, Mohammad Ghavamzadeh, Yinlam Chow, Daoming Lyu, Daesub Yoon:
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization. CoRR abs/1809.02292 (2018) - 2017
- [j4]Yinlam Chow, Mohammad Ghavamzadeh, Lucas Janson, Marco Pavone:
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria. J. Mach. Learn. Res. 18: 167:1-167:51 (2017) - [j3]Jiyan Yang, Yin-Lam Chow, Christopher Ré, Michael W. Mahoney:
Weighted SGD for $\ell_p$ Regression with Randomized Preconditioning. J. Mach. Learn. Res. 18: 211:1-211:43 (2017) - [j2]Aviv Tamar, Yinlam Chow
, Mohammad Ghavamzadeh, Shie Mannor:
Sequential Decision Making With Coherent Risk. IEEE Trans. Automat. Contr. 62(7): 3323-3338 (2017) - [c14]Alan Malek, Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh:
Sequential Multiple Hypothesis Testing with Type I Error Control. AISTATS 2017: 1468-1476 - [i7]Yin-Lam Chow, Sumeet Singh, Anirudha Majumdar, Marco Pavone:
A Framework for Time-Consistent, Risk-Averse Model Predictive Control: Theory and Algorithms. CoRR abs/1703.01029 (2017) - 2016
- [j1]Junjie Qin, Yinlam Chow, Jiyan Yang, Ram Rajagopal:
Distributed Online Modified Greedy Algorithm for Networked Storage Operation Under Uncertainty. IEEE Trans. Smart Grid 7(2): 1106-1118 (2016) - [c13]Stefano Carpin, Yinlam Chow, Marco Pavone:
Risk aversion in finite Markov Decision Processes using total cost criteria and average value at risk. ICRA 2016: 335-342 - [c12]Mohammad Ghavamzadeh, Marek Petrik, Yinlam Chow:
Safe Policy Improvement by Minimizing Robust Baseline Regret. NIPS 2016: 2298-2306 - [c11]Jiyan Yang, Yinlam Chow, Christopher Ré, Michael W. Mahoney:
Weighted SGD for ℓp Regression with Randomized Preconditioning. SODA 2016: 558-569 - 2015
- [c10]Yinlam Chow, Jia Yuan Yu:
Real-time Bidding based Vehicle Sharing. AAMAS 2015: 1829-1830 - [c9]Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh, Shie Mannor:
Policy Gradient for Coherent Risk Measures. NIPS 2015: 1468-1476 - [c8]Yinlam Chow, Aviv Tamar, Shie Mannor, Marco Pavone:
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach. NIPS 2015: 1522-1530 - [i6]Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh, Shie Mannor:
Policy Gradient for Coherent Risk Measures. CoRR abs/1502.03919 (2015) - [i5]Yinlam Chow, Aviv Tamar, Shie Mannor, Marco Pavone:
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach. CoRR abs/1506.02188 (2015) - [i4]Yinlam Chow, Jia Yuan Yu:
Real-time Bidding based Vehicle Sharing. CoRR abs/1509.08932 (2015) - [i3]Yinlam Chow, Marco Pavone, Brian M. Sadler, Stefano Carpin:
Trading Safety Versus Performance: Rapid Deployment of Robotic Swarms with Robust Performance Constraints. CoRR abs/1511.06982 (2015) - [i2]Yinlam Chow, Mohammad Ghavamzadeh, Lucas Janson, Marco Pavone:
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria. CoRR abs/1512.01629 (2015) - 2014
- [c7]Yin-Lam Chow, Marco Pavone:
A framework for time-consistent, risk-averse model predictive control: Theory and algorithms. ACC 2014: 4204-4211 - [c6]Yinlam Chow, Junjie Qin:
Weighted difference approximation of value functions for slow-discounting Markov Decision Processes. CDC 2014: 1085-1090 - [c5]Junjie Qin, Yinlam Chow, Jiyan Yang, Ram Rajagopal:
Modeling and online control of generalized energy storage networks. e-Energy 2014: 27-38 - [c4]Yinlam Chow, Mohammad Ghavamzadeh:
Algorithms for CVaR Optimization in MDPs. NIPS 2014: 3509-3517 - [i1]Yinlam Chow, Mohammad Ghavamzadeh:
Algorithms for CVaR Optimization in MDPs. CoRR abs/1406.3339 (2014) - 2013
- [c3]Yin-Lam Chow, Marco Pavone:
Stochastic optimal control with dynamic, time-consistent risk constraints. ACC 2013: 390-395 - [c2]Yin-Lam Chow, Marco Pavone:
A uniform-grid discretization algorithm for stochastic optimal control with risk constraints. CDC 2013: 2465-2470 - 2011
- [c1]Carlos Villegas, Yin-Lam Chow, Martin J. Corless, Robert Shorten, Wynita M. Griggs:
A decentralized control technique for vehicle chassis control. CDC-ECE 2011: 2535-2540
Coauthor Index

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