Accelerating RL for LLM Reasoning with Optimal Advantage Regression
☆39May 30, 2025Updated 9 months ago
Alternatives and similar repositories for A-PO
Users that are interested in A-PO are comparing it to the libraries listed below
Sorting:
- Mitigating the Filter Bubble while Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems☆10Mar 15, 2023Updated 3 years ago
- Reinforcement Learning via Regressing Relative Rewards☆40Dec 12, 2024Updated last year
- Optimizing Review Generation Through Prompt Generation☆15Apr 15, 2024Updated last year
- Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF☆24Oct 8, 2024Updated last year
- Code for "Adaptive Self-improvement LLM Agentic System for ML Library Development" (ICML 2025)☆15Jan 6, 2026Updated 2 months ago
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated 7 months ago
- Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning☆14Jun 28, 2025Updated 8 months ago
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)☆17Feb 10, 2024Updated 2 years ago
- ☆29Oct 8, 2025Updated 5 months ago
- The code for paper "EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning"☆37Oct 1, 2025Updated 5 months ago
- Official implementation of TBA for async LLM post-training.☆29Nov 5, 2025Updated 4 months ago
- ☆14Aug 3, 2022Updated 3 years ago
- ☆16Jun 14, 2023Updated 2 years ago
- ☆15May 22, 2025Updated 10 months ago
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆27Oct 14, 2025Updated 5 months ago
- Complexity Based Prompting for Multi-Step Reasoning☆17Mar 10, 2023Updated 3 years ago
- A Visualization Tool for GPU Occupancy on S Cluster.☆13Nov 16, 2022Updated 3 years ago
- Direct preference optimization with f-divergences.☆16Nov 3, 2024Updated last year
- Voronoi-Based Foveated Volume Rendering☆10Sep 30, 2021Updated 4 years ago
- A PyTorch Reimplementation of https://github.com/kentonl/e2e-coref.☆12May 4, 2019Updated 6 years ago
- Dataset for Conversation Semantic Role Labeling☆11Aug 26, 2021Updated 4 years ago
- [COLM 2024] Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation☆15Jul 15, 2024Updated last year
- ☆10Jun 14, 2024Updated last year
- ZeroGUI: Automating Online GUI Learning at Zero Human Cost☆114Jul 17, 2025Updated 8 months ago
- The reproduct of the paper - Aligner: Achieving Efficient Alignment through Weak-to-Strong Correction☆22May 29, 2024Updated last year
- Synthetic Camera Simulator - Unreal Engine4 Plugin☆10Nov 2, 2019Updated 6 years ago
- code for "Generative News Recommendation"☆15May 31, 2024Updated last year
- Codebase for Prioritizing samples in Reinforcement Learning with Reducible Loss☆12Oct 10, 2022Updated 3 years ago
- A re-implementation of the CVPR19 paper Quantization Networks on CIFAR-10, MNIST and ImageNet☆10Aug 9, 2020Updated 5 years ago
- ☆23May 21, 2025Updated 10 months ago
- ☆12Apr 18, 2019Updated 6 years ago
- Code repo for "Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning"☆33Jul 25, 2025Updated 7 months ago
- Real-time image and video foveation transform using PyCUDA☆11Jan 6, 2021Updated 5 years ago
- Demand Forecasting is the process in which historical sales data is used to develop an estimate of an expected forecast of customer deman…☆12Jul 13, 2020Updated 5 years ago
- Improving Math reasoning through Direct Preference Optimization with Verifiable Pairs☆19Mar 20, 2025Updated last year
- [Ebook]从零到百万店铺：一个没有计算机学位的普通人的系统设计实战之旅☆26Nov 11, 2025Updated 4 months ago
- [ICLR 2026 🔥] Official pytorch implementation for "Attention Is All You Need for KV Cache in Diffusion LLMs"☆37Jan 23, 2026Updated last month
- Code for "Automatic repair of convex optimization problems".☆14Feb 4, 2020Updated 6 years ago
- ☆22Aug 31, 2021Updated 4 years ago