Формирование вознаграждения
method
ID: rewardshaping
Related Papers
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning
AbstractWe propose to directly map raw visual observations and text input to actions for instruction execution. While existing approaches assume access to structured environment representations or use a pipeline of …...
Learning Efficient Dialogue Policy from Demonstrations through Shaping
AbstractTraining a task-oriented dialogue agent with reinforcement learning is prohibitively expensive since it requires a large volume of interactions with users. Human demonstrations can be used to accelerate learning progress. …...