Scalable Multi-Objective Robot Reinforcement Learning through Gradient Conflict Resolution

Humphrey Munn, Brendan Tidd, Peter Böhm +2

Reinforcement Learning (RL) robot controllers usually aggregate many task objectives into one scalar reward. While large-scale proximal policy optimisation (PPO) has enabled impres…