conftrace_

regret minimization

315 papers

Explore in graph

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

No-Regret Exploration in Goal-Oriented Reinforcement Learning ICML 2020
Constrained Upper Confidence Reinforcement Learning L4DC 2020
Geometric Exploration for Online Control NIPS 2020
Robust and Heavy-Tailed Mean Estimation Made Simple, via Regret Minimization NIPS 2020
Online Non-Convex Optimization with Imperfect Feedback NIPS 2020
Revisiting Online Quantum State Learning AAAI 2020
From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics ICML 2020
On Regret with Multiple Best Arms NIPS 2020
Online Pricing with Offline Data: Phase Transition and Inverse Square Law ICML 2020
A Duality Approach for Regret Minimization in Average-Award Ergodic Markov Decision Processes L4DC 2020
Improper Learning for Non-Stochastic Control COLT 2020
Model-Based Reinforcement Learning with Value-Targeted Regression ICML 2020
Tightening Exploration in Upper Confidence Reinforcement Learning ICML 2020
Adaptive Sampling for Stochastic Risk-Averse Learning NIPS 2020
Online Agnostic Boosting via Regret Minimization NIPS 2020
OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits AISTATS 2020
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling ALT 2020
An adaptive stochastic optimization algorithm for resource allocation ALT 2020
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems AAAI 2020
Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions NIPS 2019
Perturbed-History Exploration in Stochastic Linear Bandits UAI 2019
Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation ACML 2019
Explore Truthful Incentives for Tasks with Heterogenous Levels of Difficulty in the Sharing Economy IJCAI 2019
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games AAAI 2019
Learning to Optimize in Swarms NIPS 2019