A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward models and learning strategies across training, inference, and post-inference stages.
☆71Jun 13, 2025Updated last year
Alternatives and similar repositories for learning-from-rewards-llm-papers
Users that are interested in learning-from-rewards-llm-papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆30Aug 9, 2025Updated 10 months ago
- ☆16May 18, 2026Updated last month
- Official repository for EMNLP'22 paper: Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering☆23Oct 20, 2022Updated 3 years ago
- ☆28Mar 10, 2026Updated 3 months ago
- ☆16Nov 19, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This repository contains the code for the paper “Neuro-Symbolic Query Compiler”, accepted to the Findings of ACL 2025.☆17Oct 20, 2025Updated 7 months ago
- The code for paper: Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search [SIGIR 2026]☆63Jul 4, 2025Updated 11 months ago
- [EMNLP 2025] Verification Engineering for RL in Instruction Following☆56Mar 30, 2026Updated 2 months ago
- [AAAI 2025 Oral] Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks☆30Apr 14, 2025Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆53Aug 10, 2025Updated 10 months ago
- ☆47May 3, 2026Updated last month
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆227Nov 27, 2025Updated 6 months ago
- [ICLR 2026] Adaptive Social Learning via Mode Policy Optimization for Language Agents☆51Feb 2, 2026Updated 4 months ago
- ☆36May 24, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆63Jun 2, 2026Updated 2 weeks ago
- ☆68Aug 14, 2025Updated 10 months ago
- ☆110Dec 10, 2025Updated 6 months ago
- ☆15Apr 11, 2024Updated 2 years ago
- ☆59Feb 27, 2025Updated last year
- [NeurIPS25] Official Implementation (Pytorch) of "DeepVideo-R1"☆35Feb 22, 2026Updated 3 months ago
- ☆13Apr 9, 2025Updated last year
- Constrained Decoding of Diffusion LLMs with Context-Free Grammars.☆52Dec 17, 2025Updated 6 months ago
- Code repository for the paper "The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Le…☆14Jan 16, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [CVPR 2026] Official repo for "VideoSSR: Video Self-Supervised Reinforcement Learning"☆39Nov 11, 2025Updated 7 months ago
- Parallel Self-Adjusting Computation☆16Jul 5, 2021Updated 4 years ago
- [ICLR 26] Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow☆41Oct 3, 2025Updated 8 months ago
- ☆75Sep 1, 2022Updated 3 years ago
- [ICLR-2026] Official Implementation of our paper "THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning".☆32Feb 26, 2026Updated 3 months ago
- The repo of "Improving Seq2Seq Grammatical Error Correction via Decoding Interventions"☆32Jan 22, 2024Updated 2 years ago
- The source code of paper "Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction"☆24Oct 28, 2021Updated 4 years ago
- ACL22 paper: Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost☆42Nov 15, 2023Updated 2 years ago
- The code for paper: Hierarchical Document Refinement for Long-context Retrieval-augmented Generation [ACL2025 Oral]☆46Aug 25, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Apr 24, 2024Updated 2 years ago
- ☆10Apr 7, 2024Updated 2 years ago
- ☆10Nov 29, 2024Updated last year
- ☆13Jul 22, 2024Updated last year
- Microsoft Foundry Local - Workshop - Build AI apps locally with Foundry Local - RAG, agents, and multi-agent workflows in Python, JS, and…☆86Apr 24, 2026Updated last month
- HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches☆40Oct 9, 2025Updated 8 months ago
- Solutions to introductory distributed computing exercises☆14Apr 9, 2023Updated 3 years ago