hierarchical optimistic sampling

curiosity-driven learning (1) continuous space exploration (1) intrinsic motivation (1) hierarchical optimization (1) multi-armed bandit (1) regret bound (1) hierarchical optimistic optimization (1) exploration (1) reinforcement learning (1) regret analysis (1)