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partial monitoring

32 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) multi-armed bandit (1098) minimax regret (74) regret minimization (315) adversarial learning (1595) sequential decision (123) stochastic optimization (1060) combinatorial optimization (1039) linear bandit (124)

Papers

Beyond Optimism: Exploration With Partially Observable Rewards NIPS 2024
Linear Partial Monitoring for Sequential Decision Making: Algorithms, Regret Bounds and Applications JMLR 2023
On the Complexity of Multi-Agent Decision Making: From Learning in Games to Partial Monitoring COLT 2023
A PDE approach for regret bounds under partial monitoring JMLR 2023
Best-of-Both-Worlds Algorithms for Partial Monitoring ALT 2023
Minimax Regret for Partial Monitoring: Infinite Outcomes and Rustichini’s Regret COLT 2022
Analysis and Design of Thompson Sampling for Stochastic Partial Monitoring NIPS 2020
Exploration by Optimisation in Partial Monitoring COLT 2020
On Adaptivity in Information-Constrained Online Learning AAAI 2020
Information Directed Sampling for Linear Partial Monitoring COLT 2020
An Information-Theoretic Approach to Minimax Regret in Partial Monitoring COLT 2019
Cleaning up the neighborhood: A full classification for adversarial partial monitoring ALT 2019
Network Embedding under Partial Monitoring for Evolving Networks IJCAI 2019
Online Algorithm for Unsupervised Sensor Selection AISTATS 2019
Decision making with limited feedback ALT 2018
Online Learning and Blackwell Approachability with Partial Monitoring: Optimal Convergence Rates AISTATS 2017
Unsupervised Sequential Sensor Acquisition AISTATS 2017
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games NIPS 2016
Online Learning with Feedback Graphs: Beyond Bandits COLT 2015
Combinatorial Cascading Bandits NIPS 2015
Online Learning with Gaussian Payoffs and Side Observations NIPS 2015
Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring NIPS 2015
Efficient Partial Monitoring with Prior Information NIPS 2014
Combinatorial Partial Monitoring Game with Linear Feedback and Its Applications ICML 2014
Set-Valued Approachability and Online Learning with Partial Monitoring JMLR 2014