conftrace_

regret bound

1926 papers

Explore in graph

Also known as

RB

Co-occurring keywords

online learning (1777) multi-armed bandit (1098) contextual bandit (381) stochastic optimization (1060) reinforcement learning (4352) online algorithm (445) upper confidence bound (197) markov decision process (790) thompson sampling (237) online convex optimization (165)

Papers

Optimistic robust linear quadratic dual control L4DC 2020
Monte-Carlo Graph Search: the Value of Merging Similar States ACML 2020
Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently ICML 2020
Structure Adaptive Algorithms for Stochastic Bandits ICML 2020
Improved Optimistic Algorithms for Logistic Bandits ICML 2020
Naive Exploration is Optimal for Online LQR ICML 2020
Linear bandits with Stochastic Delayed Feedback ICML 2020
When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment ICML 2020
Model-Based Reinforcement Learning with Value-Targeted Regression L4DC 2020
Spectral bandits JMLR 2020
Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting JMLR 2020
A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints JMLR 2020
Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020
Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation IJCAI 2020
Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020
Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge IJCAI 2020
Hypothesis Sketching for Online Kernel Selection in Continuous Kernel Space IJCAI 2020
Thompson Sampling for Unsupervised Sequential Selection ACML 2020
Private Reinforcement Learning with PAC and Regret Guarantees ICML 2020
An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles IJCAI 2020
SLIP: Learning to predict in unknown dynamical systems with long-term memory NIPS 2020
Differentially-Private Federated Linear Bandits NIPS 2020
High-Dimensional Sparse Linear Bandits NIPS 2020
Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer ICML 2020
Byzantine Resilient Distributed Multi-Task Learning NIPS 2020