Policy composition in reinforcement learning via multi-objective policy optimization

Shruti Mishra, Ankit Anand, Jordan Hoffmann +4

We enable reinforcement learning agents to learn successful behavior policies by utilizing relevant pre-existing teacher policies. The teacher policies are introduced as objectives…