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trust region optimization

12 papers

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Co-occurring keywords

deep reinforcement learning (903) policy gradient method (11) trust region (35) policy gradient (520) neural network vulnerability (10) mirror learning (3) policy optimisation (2) theoretical framework (10) trust-region learning (1) general policy improvement (1)

Papers

Inversion-based Latent Bayesian Optimization NIPS 2024
A general class of surrogate functions for stable and efficient reinforcement learning AISTATS 2022
Robust and Accurate Superquadric Recovery: A Probabilistic Approach CVPR 2022
Mirror Learning: A Unifying Framework of Policy Optimisation ICML 2022
Competitive policy optimization UAI 2021
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020
Stable Policy Optimization via Off-Policy Divergence Regularization UAI 2020
Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions NIPS 2019
Trust Region Based Adversarial Attack on Neural Networks CVPR 2019
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization NIPS 2017
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS 2017
Fast Trust Region for Segmentation CVPR 2013