Online Learning for Personalized Room-Level Thermal Control: A Multi-Armed Bandit Framework Parisa Mansourifard Farrokh Jazizadeh

Source URL: anrg.usc.edu

Supplementary Material for ”Combinatorial multi-armed bandit: general framework, results and applications”, by Wei Chen, Yajun Wang, and Yang Yuan. A. Full proof of Theorem 1 We use the following two well known bound

Source URL: proceedings.mlr.press

Combinatorial Multi-Armed Bandit: General Framework, Results and Applications Wei Chen Microsoft Research Asia, Beijing, China

Source URL: proceedings.mlr.press

THE NON-BAYESIAN RESTLESS MULTI-ARMED BANDIT: A CASE OF NEAR-LOGARITHMIC REGRET Wenhan Dai†∗ , Yi Gai‡ , Bhaskar Krishnamachari‡ , Qing Zhao§ † School of Information Science and Technology, Tsinghua Universit

Source URL: ceng.usc.edu

Online Algorithms for the Multi-Armed Bandit Problem with Markovian Rewards arXiv:1007.2238v2 [math.OC] 26 JulCem Tekin, Mingyan Liu

Source URL: arxiv.org

Dex-Net 1.0: A Cloud-Based Network of 3D Objects for Robust Grasp Planning Using a Multi-Armed Bandit Model with Correlated Rewards Jeffrey Mahler1 , Florian T. Pokorny1 , Brian Hou1 , Melrose Roderick1 , Michael Laskey1

Source URL: goldberg.berkeley.edu

Stochastic Multi-Armed-Bandit Problem with Non-stationary Rewards Yonatan Gur Stanford University Stanford, CA

Source URL: papers.nips.cc

On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards Yi Gai∗ , Bhaskar Krishnamachari∗ and Mingyan Liu‡ ∗ ‡

Source URL: www-scf.usc.edu

THE NON-BAYESIAN RESTLESS MULTI-ARMED BANDIT: A CASE OF NEAR-LOGARITHMIC REGRET Wenhan Dai†∗ , Yi Gai‡ , Bhaskar Krishnamachari‡ , Qing Zhao§ † School of Information Science and Technology, Tsinghua Universit

Source URL: www-scf.usc.edu

Allocating Training Instances to Learning Agents that Improve Coordination for Team Formation Somchaya Liemhetcharat1 and Manuela Veloso2 1

Source URL: somchaya.org

• Machine learning
• Artificial intelligence
• Learning
• Statistics
• Belief revision
• Reinforcement learning
• Algorithm
• Multi-armed bandit