Hierarchical Reasoning Model Official Release

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

Official implementation of the NeurIPS 2025 paper "Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space"

[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

A functional Alpha Zero that plays Othello using Keras

[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time

L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China

Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.

[NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains

An AI program to play Othello game. Use DQN, Double-DQN, Dueling DQN and MCTS. By Chengzhe XU and Hao XIANG

Code and datasets for a paper: Reasoning-CV: Fine-tuning Powerful Reasoning LLMs for Knowledge-Assisted Claim Verification