Projects in Awesome Lists tagged with learning-to-optimize
A curated list of projects in awesome lists tagged with learning-to-optimize .
https://github.com/vita-group/open-l2o
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
convex-optimization lasso learning-to-learn learning-to-optimize meta-learning neural-networks nonconvex-optimization
Last synced: 09 Apr 2025
https://github.com/metaevo/metabox
MetaBox: Benchmarking Platform for Meta-Black-Box Optimization
benchmark-platform black-box-optimization deep-reinforcement-learning evolutionary-algorithms hyperparameter-optimization learning-to-optimize meta-black-box-optimization protein-protein-docking real-parameter-optimization
Last synced: 02 Apr 2026
https://github.com/vita-group/l2o-training-techniques
[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
curriculum-learning imitation-learning learning-to-learn learning-to-optimize meta-learning self-improving training-tricks
Last synced: 19 Apr 2025
https://github.com/sail-sg/optim4rl
Optim4RL is a Jax framework of learning to optimize for reinforcement learning.
jax learning-to-learn learning-to-optimize meta-learning meta-learning-algorithm meta-learning-algorithms optimization optimization-algorithms optimizer optimizers reinforcement-learning reinforcement-learning-algorithms
Last synced: 07 Jul 2025
https://github.com/vita-group/l2pg
[ICML 2023] "Learning to Optimize Differentiable Games" by Xuxi Chen, Nelson Vadori, Tianlong Chen, Zhangyang Wang
differentiable-games learning-to-optimize
Last synced: 13 Apr 2025
https://github.com/vita-group/scalable-l2o
[ECCV 2022] "Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models" by Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, and Zhangyang Wang
Last synced: 21 Aug 2025
https://github.com/vita-group/m-l2o
[ICLR 2023] "M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation" by Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang
generalization learning-to-optimize
Last synced: 17 Jul 2025
https://github.com/vita-group/optimizeramalgamation
[ICLR 2022] "Optimizer Amalgamation" by Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
generalization knowledge-amalgamation learning-to-optimize optimization stability
Last synced: 10 Mar 2025