Adaptive Smooth Tchebycheff Attention for Multi-Objective Policy Optimization

Alejandro Murillo-Gonzalez, Mahmoud Ali, Lantao Liu

Multi-objective reinforcement learning in robotic domains requires balancing complex, non-convex trade-offs between conflicting objectives. While linear scalarization methods provi…