PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping.

Nai-Chieh Huang Ping-Chun Hsieh Kuo-Hao Ho I-Chen Wu

Published in: AAAI (2024)

Keyphrases

global optimality
globally optimal
global optimization
discrete optimization
optimal solution
global minimum
convex functions
gradient field
objective function
semidefinite
theoretical guarantees
global solution
graph cuts
optimality conditions
particle swarm optimization
convex programming