conftrace_

algorithm discovery

9 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (3) neural network (2) evolutionary search (2) evolutionary algorithm (2) pareto optimal (1) pareto optimization (1) inductive logic programming (1) automated machine learning (1) state-space search (1) optimizer design (1)

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 NeurIPS 2024 Symbolic Discovery of Optimization Algorithms NeurIPS 2023 The Automatic Computer Scientist AAAI 2023 The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks NeurIPS 2023 Discovered Policy Optimisation NeurIPS 2022 Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube AAAI 2022 AutoML-Zero: Evolving Machine Learning Algorithms From Scratch ICML 2020 Discovering Reinforcement Learning Algorithms NeurIPS 2020