Philip Thomas

reinforcement learning (6) policy gradient (5) markov decision process (2) neural network (2) fisher information matrix (2) variance reduction (2) action space (2) convergence guarantee (2) statistical learning (2) doubly robust estimator (2) gradient descent (2) dynamic regret (1) risk management (1) hierarchical reinforcement learning (1) evaluation methodology (1) policy learning (1) off-policy evaluation (1) representation learning (1) convergence analysis (1) sequential decision making (1)