conftrace_

algorithm discovery

9 papers

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Co-occurring keywords

reinforcement learning (4352) neural network (6616) evolutionary search (33) evolutionary algorithm (264) pareto optimal (58) pareto optimization (78) inductive logic programming (64) automated machine learning (94) state-space search (12) optimizer design (5)

Papers

Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning NAACL 2025
Discovering Preference Optimization Algorithms with and for Large Language Models NIPS 2024
Symbolic Discovery of Optimization Algorithms NIPS 2023
The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks NIPS 2023
The Automatic Computer Scientist AAAI 2023
Discovered Policy Optimisation NIPS 2022
Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube AAAI 2022
Discovering Reinforcement Learning Algorithms NIPS 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch ICML 2020