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Robert Tjarko Lange

Discovering Preference Optimization Algorithms with and for Large Language Models

Jun 12, 2024
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Position: Leverage Foundational Models for Black-Box Optimization

May 09, 2024
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Position Paper: Leveraging Foundational Models for Black-Box Optimization: Benefits, Challenges, and Future Directions

May 06, 2024
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Evolution Transformer: In-Context Evolutionary Optimization

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Mar 05, 2024
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Large Language Models As Evolution Strategies

Feb 28, 2024
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Discovering Temporally-Aware Reinforcement Learning Algorithms

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Feb 08, 2024
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JaxMARL: Multi-Agent RL Environments in JAX

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Nov 20, 2023
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NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications

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Nov 04, 2023
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Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability

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May 31, 2023
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Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization

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Apr 08, 2023
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