Ziwei Guan

Machine Learning (5) Optimization & Theory (4) Mathematics & Optimization (3) Optimization (3) Reinforcement Learning (2) Learning Types (2) Methods (1)

local regret (2) online nonconvex optimization (2) gradient oracle (2) policy gradient (1) global convergence (1) convergence analysis (1) sample complexity (1) inverse reinforcement learning (1) gradient descent (1) value function approximation (1) alternating optimization (1) stochastic process (1) adversarial attack (1) multi-armed bandit (1) upper confidence bound (1) lower bound (1) single-loop algorithm (1) online gradient descent (1) generative adversarial imitation learning (1) emphatic temporal difference learning (1)