conftrace_

regret minimization

315 papers

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Co-occurring keywords

online learning (1777) multi-armed bandit (1098) regret bound (1926) stochastic optimization (1060) game theory (854) online algorithm (445) reinforcement learning (4352) markov decision process (790) nash equilibrium (398) extensive-form game (86)

Papers

Extreme bandits NIPS 2014
Efficient learning by implicit exploration in bandit problems with side observations NIPS 2014
Stochastic Regret Minimization via Thompson Sampling COLT 2014
Set-Valued Approachability and Online Learning with Partial Monitoring JMLR 2014
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers NIPS 2014
lil’ UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits COLT 2014
Approachability in unknown games: Online learning meets multi-objective optimization COLT 2014
Combinatorial Multi-Armed Bandit: General Framework and Applications ICML 2013
Convergence of Monte Carlo Tree Search in Simultaneous Move Games NIPS 2013
Better Rates for Any Adversarial Deterministic MDP ICML 2013
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NIPS 2013
Regret Minimization for Branching Experts COLT 2013
Online Learning for Time Series Prediction COLT 2013
From Bandits to Experts: A Tale of Domination and Independence NIPS 2013
Adaptive Market Making via Online Learning NIPS 2013
Minimax Optimal Algorithms for Unconstrained Linear Optimization NIPS 2013
Online learning in episodic Markovian decision processes by relative entropy policy search NIPS 2013
A near-optimal algorithm for finite partial-monitoring games against adversarial opponents COLT 2013
(More) Efficient Reinforcement Learning via Posterior Sampling NIPS 2013
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal NIPS 2013
Online Learning with Switching Costs and Other Adaptive Adversaries NIPS 2013
Competing With Strategies COLT 2013
Online Optimization with Gradual Variations COLT 2012
Distributed Non-Stochastic Experts NIPS 2012
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence NIPS 2012