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List of works by Zhuoran Yang

Contrastive Learning from Pairwise Measurements ⬇️

Convergent Policy Optimization for Safe Reinforcement Learning ⬇️

scientific article published in January 2019

Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma ⬇️

scientific article published in January 2017

More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning ⬇️

scientific article published in January 2016

Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization ⬇️

scholarly article by Hoi-To Wai et al published 2018 in Advances in Neural Information Processing Systems 31

Neural Temporal-Difference Learning Converges to Global Optima ⬇️

Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy ⬇️

article by Boyi Liu et al published 2019 in Advances in Neural Information Processing Systems 32

Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games ⬇️

Provable Gaussian Embedding with One Observation ⬇️

Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost ⬇️

Statistical-Computational Tradeoff in Single Index Models ⬇️

Variance Reduced Policy Evaluation with Smooth Function Approximation ⬇️

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