undiscounted setting

reinforcement learning theory (8) exploration-exploitation tradeoff (55) exploration-exploitation (9) optimal policy (93) upper confidence bound (197) regret bound (1918) undiscounted reinforcement learning (2) online regret bound (2) online learning (1770) reinforcement learning (4122)