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Poster
Sample Complexity of Policy Search with Known Dynamics
Peter Bartlett · Ambuj Tewari
Author Information
Peter Bartlett (UC Berkeley)
Ambuj Tewari (University of Michigan)
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2020 Poster: Preference learning along multiple criteria: A game-theoretic perspective »
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2018 Poster: Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation »
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2018 Poster: Horizon-Independent Minimax Linear Regression »
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2017 Poster: Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem »
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2017 Poster: Spectrally-normalized margin bounds for neural networks »
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2017 Spotlight: Spectrally-normalized margin bounds for neural networks »
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2017 Poster: Alternating minimization for dictionary learning with random initialization »
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2017 Poster: Acceleration and Averaging in Stochastic Descent Dynamics »
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2017 Spotlight: Acceleration and Averaging in Stochastic Descent Dynamics »
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2016 Poster: Adaptive Averaging in Accelerated Descent Dynamics »
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2015 Poster: Accelerated Mirror Descent in Continuous and Discrete Time »
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2015 Spotlight: Accelerated Mirror Descent in Continuous and Discrete Time »
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2015 Poster: Minimax Time Series Prediction »
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2014 Workshop: Large-scale reinforcement learning and Markov decision problems »
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2014 Poster: Large-Margin Convex Polytope Machine »
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2014 Poster: Efficient Minimax Strategies for Square Loss Games »
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2013 Workshop: Resource-Efficient Machine Learning »
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2013 Poster: How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal »
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2013 Spotlight: How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal »
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2013 Poster: Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions »
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2012 Workshop: Multi-Trade-offs in Machine Learning »
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2012 Poster: Feature Clustering for Accelerating Parallel Coordinate Descent »
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2011 Poster: Greedy Algorithms for Structurally Constrained High Dimensional Problems »
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2011 Poster: On the Universality of Online Mirror Descent »
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2011 Poster: Nearest Neighbor based Greedy Coordinate Descent »
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2011 Poster: Online Learning: Stochastic, Constrained, and Smoothed Adversaries »
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2011 Poster: Orthogonal Matching Pursuit with Replacement »
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2011 Session: Opening Remarks and Awards »
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2010 Oral: Online Learning: Random Averages, Combinatorial Parameters, and Learnability »
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2010 Poster: Online Learning: Random Averages, Combinatorial Parameters, and Learnability »
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2010 Poster: Smoothness, Low Noise and Fast Rates »
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2009 Poster: Information-theoretic lower bounds on the oracle complexity of convex optimization »
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2009 Spotlight: Information-theoretic lower bounds on the oracle complexity of convex optimization »
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2008 Poster: On the Generalization Ability of Online Strongly Convex Programming Algorithms »
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2008 Spotlight: On the Generalization Ability of Online Strongly Convex Programming Algorithms »
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2008 Poster: On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization »
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2007 Oral: Adaptive Online Gradient Descent »
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2007 Poster: Adaptive Online Gradient Descent »
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2007 Poster: Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs »
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2006 Poster: Shifting, One-Inclusion Mistake Bounds and Tight Multiclass Expected Risk Bounds »
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2006 Poster: AdaBoost is Consistent »
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