Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement Learning in Complex Problems.

Junmin Zhong Ruofan Wu Jennie Si

Published in: CoRR (2022)

Keyphrases

reinforcement learning
solving complex
complex real world problems
function approximation
control problems

np complete
post processing
problems involving
solving problems
machine learning

real world
learning process
complex data
data sets
learning classifier systems

learning agent
reinforcement learning methods
rl algorithms
neural network