conftrace_

online reinforcement learning

45 papers

Explore in graph

Also known as

ONLINE RL ORL

Co-occurring keywords

reinforcement learning (4352) offline reinforcement learning (492) online learning (1777) regret bound (1926) sample complexity (1169) markov decision process (790) policy optimization (657) value function (295) policy learning (702) sample efficiency (472)

Papers

Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation ICML 2023
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning AAAI 2023
Accelerating Exploration with Unlabeled Prior Data NIPS 2023
No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions NIPS 2023
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning NIPS 2023
Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore NIPS 2023
Autonomous Exploration for Navigating in MDPs Using Blackbox RL Algorithms IJCAI 2023
Provably efficient representation selection in Low-rank Markov Decision Processes: from online to offline RL UAI 2023
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
Online Reinforcement Learning for Mixed Policy Scopes NIPS 2022
Sustainable Online Reinforcement Learning for Auto-bidding NIPS 2022
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning NIPS 2022
Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble CORL 2021
Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning NIPS 2021
Sample-Efficient Reinforcement Learning Is Feasible for Linearly Realizable MDPs with Limited Revisiting NIPS 2021
Regret Bounds for Learning State Representations in Reinforcement Learning NIPS 2019
Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NIPS 2019
Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning NIPS 2018
Online Reinforcement Learning in Stochastic Games NIPS 2017
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization NIPS 2012