optimistic exploration

Randomized Exploration in Reinforcement Learning with General Value Function Approximation ICML 2021 Strategically efficient exploration in competitive multi-agent reinforcement learning UAI 2021 Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning NeurIPS 2020 Efficient Optimistic Exploration in Linear-Quadratic Regulators via Lagrangian Relaxation ICML 2020 No-regret Exploration in Contextual Reinforcement Learning UAI 2020 Optimistic Exploration even with a Pessimistic Initialisation ICLR 2020 Provably Efficient Reinforcement Learning with Kernel and Neural Function Approximations NeurIPS 2020 Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism ICML 2020 Better Exploration with Optimistic Actor Critic NeurIPS 2019 Contextual Decision Processes with low Bellman rank are PAC-Learnable ICML 2017 Count-Based Exploration in Feature Space for Reinforcement Learning IJCAI 2017 Efficient Exploration and Value Function Generalization in Deterministic Systems NeurIPS 2013 Eluder Dimension and the Sample Complexity of Optimistic Exploration NeurIPS 2013 Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness NeurIPS 2011