Convex-Concave Reinforcement Learning
The per-iteration program is solved with sequential convex programming (SCP), the standard solver for difference-of-convex problems, and convergence guarantees under mild conditions are given, bridging the difference-of-convex optimization and RL literatures.
Shripad Deshmukh, Yaswanth Chittepu, Dhawal Gupta et al.
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