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

Factored Adaptation for Non-Stationary Reinforcement Learning NIPS 2022
Weighted Gaussian Process Bandits for Non-stationary Environments AISTATS 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder ICML 2022
An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context NIPS 2022
Tracking Most Significant Arm Switches in Bandits COLT 2022
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits JMLR 2022
Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments AAAI 2022
Non-stationary Bandits with Knapsacks NIPS 2022
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret NIPS 2022
Off-Policy Evaluation for Action-Dependent Non-stationary Environments NIPS 2022
Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments NIPS 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
Social Learning in Non-Stationary Environments ALT 2022
Non-stationary Reinforcement Learning without Prior Knowledge: an Optimal Black-box Approach COLT 2021
Improved Regret Bounds for Tracking Experts with Memory NIPS 2021
A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning ICML 2021
Combinatorial semi-bandit in the non-stationary environment UAI 2021
Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021
Bandit Convex Optimization in Non-stationary Environments JMLR 2021
Non-Stationary Off-Policy Optimization AISTATS 2021
Stochastic Bandits with Graph Feedback in Non-Stationary Environments AAAI 2021
Bandit Convex Optimization in Non-stationary Environments AISTATS 2020
Derivative-Free & Order-Robust Optimisation AISTATS 2020
Non-Stationary Delayed Bandits with Intermediate Observations ICML 2020
Dynamic Regret of Policy Optimization in Non-Stationary Environments NIPS 2020