Progressive Adaptive Chance-Constrained Safeguards for Reinforcement Learning.

Zhaorun Chen Binhao Chen Tairan He Liang Gong Chengliang Liu

Published in: CoRR (2023)

Keyphrases

chance constrained
reinforcement learning
stochastic programming
robust optimization
knapsack problem
computationally tractable
state space
dynamic programming
machine learning
optimization problems
markov decision processes
optimal control
chance constraints
chance constrained programming