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Jinkyoo Park

Neural Combinatorial Optimization for Real-World Routing

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Mar 20, 2025
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Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm

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Mar 07, 2025
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Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization

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Feb 24, 2025
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Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation

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Feb 17, 2025
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CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems

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Jan 06, 2025
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Generative Flows on Synthetic Pathway for Drug Design

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Oct 06, 2024
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Improved Off-policy Reinforcement Learning in Biological Sequence Design

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Oct 06, 2024
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Adaptive teachers for amortized samplers

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Oct 02, 2024
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Learning Strategy Representation for Imitation Learning in Multi-Agent Games

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Sep 28, 2024
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PARCO: Learning Parallel Autoregressive Policies for Efficient Multi-Agent Combinatorial Optimization

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Sep 05, 2024
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