Sample Efficient Reinforcement Learning with REINFORCE

Junzi Zhang, Jongho Kim, Brendan O'Donoghue +1

Policy gradient methods are among the most effective methods for large-scale reinforcement learning, and their empirical success has prompted several works that develop the foundat…