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Diversity-Driven Offline Multi-Objective Optimization via Nested Pareto Set Learning. A risk-aware framework that learns diverse Pareto solutions from offline data by combining energy-based OOD ris…
Official repository for the paper "Automated Random Embedding for Practical Bayesian Optimization with Unknown Effective Dimension".
Story Creation AI Agent for novel, scripts, interactive games, and IP content
InsCD: A Modularized, Comprehensive and User-Friendly Toolkit for Machine Learning Empowered Cognitive Diagnosis
The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enabling users to fully utilize LLMOPT.
Repository of ICML 25 Paper "Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models"
Code for the paper "A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences"
[ICLR 2025] The implementation of paper "Preference Diffusion for Recommendation"
The paper "Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems" published in proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024).
Code of Scaling Multi-Objective Security Games Provably via Space Discretization Based Evolutionary Search (SDES).
[ECAI 2023] QCCDM: A Q-Augmented Causal Cognitive Diagnosis Model for Student Learning
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning.
Tamil to English translation using Neural Networks
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
Generating Mona Lisa pictures with polygons using genetic algorithms
本项目以一个可视化配置的、以AgentRL为核心的强化学习框架，实现30分钟上手AgentRL 编程。后续增加AgentRL和本地Agent、MCP、A2A相关特性。
Cooperative Co-evolution Negatively Correlative Search