conftrace_

stationary solution

4 papers

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bilevel optimization (2) hessian free (1) non-linear (1) nonconvex-pl (1) polyak-łojasiewicz (1) generalized smooth bilevel optimization (1) nonconvex lower-level objective (1) pngbio method (1) stochastic pngbio (1) deep neural actor-critic (1)

Papers

Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning ICML 2025 Generalized Smooth Bilevel Optimization with Nonconvex Lower-Level ICML 2025 Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization ICML 2024 Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022