conftrace_

non-stationary environment

61 papers

Explore in graph

Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) dynamic regret (94) online learning (1777) markov decision process (790) policy optimization (657) reinforcement learning (4352) non-stationary learning (19) online algorithm (445) online convex optimization (165)

Papers

When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment ICML 2020
Dynamic Regret of Convex and Smooth Functions NIPS 2020
Learning to Model Opponent Learning (Student Abstract) AAAI 2020
Weighted Linear Bandits for Non-Stationary Environments NIPS 2019
Cascading Non-Stationary Bandits: Online Learning to Rank in the Non-Stationary Cascade Model IJCAI 2019
Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning NIPS 2019
Efficient Contextual Bandits in Non-stationary Worlds COLT 2018
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018
Regional Multi-Armed Bandits AISTATS 2018
Addressing Environment Non-Stationarity by Repeating Q-learning Updates JMLR 2016
Tracking the Best Expert in Non-stationary Stochastic Environments NIPS 2016