conftrace_

exploration algorithm

9 papers

Explore in graph

Co-occurring keywords

multi-armed bandit (1098) regret bound (1926) sample efficiency (472) online learning (1777) reinforcement learning (4352) soft tree (1) exploration strategy (96) intrinsic reward (71) randomized exploration (8) reward-free exploration (26)

Papers

No-Regret Bandit Exploration based on Soft Tree Ensemble Model NIPS 2024
Improved Regret of Linear Ensemble Sampling NIPS 2024
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems ICML 2023
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL NIPS 2022
Kinematic State Abstraction and Provably Efficient Rich-Observation Reinforcement Learning ICML 2020
Implicit Generative Modeling for Efficient Exploration ICML 2020
Almost Optimal Exploration in Multi-Armed Bandits ICML 2013
Autonomous Exploration For Navigating In MDPs COLT 2012