Hello, I have a model which has rewards for two different objectives, I want to know if there is a way to train a policy in rllib that could achieve a trade-off between these two objectives (finding pareto front maybe)? Is there any multi-objective rl algorithm implementation in the rllib? If not,…

How can I train a multi-objective model in rllib?

mannyv November 17, 2021, 1:42pm 4

Have a look at this related post.

Topic		Replies	Views
Multi-objective RL RLlib	6	856	November 11, 2021
Multi reward optimization RLlib	6	385	September 29, 2021
[rllib] Modify multi agent env reward mid training RLlib	7	1258	May 27, 2021
Multiple training phases with different configurations RLlib	2	216	January 7, 2023
Handling multiple rewards to different branches of model RLlib	3	358	September 15, 2021