NeurIPS 2025: Discriminative Constrained Optimization for Reinforcing Large Reasoning Models
☆53Mar 14, 2026Updated 7 months ago
Alternatives and similar repositories for DisCO
Users that are interested in DisCO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2026] Quantile Advantage Estimation for Entropy-Safe Reasoning☆29Oct 14, 2025Updated last year
- FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient LLM Reasoning (EMNLP 2025)☆62Oct 10, 2025Updated last year
- ☆14May 5, 2025Updated last year
- ArcherCodeR is an open-source initiative enhancing code reasoning in large language models through scalable, rule-governed reinforcement …☆45Aug 6, 2025Updated last year
- Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning☆15Jun 28, 2025Updated last year
- 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.
- The code repository for paper "Kalman Filter Enhanced Group Relative Policy Optimization for Language Model Reasoning"☆13Dec 2, 2025Updated 11 months ago
- Distributed Optimization Infra for learning CLIP models☆31Oct 3, 2024Updated 2 years ago
- Official code for the paper: DRA-GRPO: Exploring Diversity-Aware Reward Adjustment for R1-Zero-Like Training of Large Language Models☆24Jan 6, 2026Updated 9 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆455Jul 11, 2025Updated last year
- [ICLR 2026] Geometric-Mean Policy Optimization☆106Jan 26, 2026Updated 9 months ago
- Archer2.0 evolves from its predecessor by introducing ASPO, which overcomes fundamental PPO-Clip limitations to prevent premature converg…☆31Oct 10, 2025Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Sep 24, 2024Updated 2 years ago
- Sys2Bench is a benchmarking suite designed to evaluate reasoning and planning capabilities of large language models across algorithmic, l…☆31Mar 5, 2025Updated last year
- The fastest off-the-shelf inference algorithm for LLMs (ICLR’25)☆14Mar 8, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆453Mar 11, 2026Updated 7 months ago
- (ICML 2025) Rethinking Chain-of-Thought from the Perspective of Self-Training☆13Feb 15, 2025Updated last year
- RL with Experience Replay☆59Oct 13, 2026Updated 2 weeks ago
- ☆18Jun 10, 2025Updated last year
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆23Aug 28, 2025Updated last year
- ☆16May 23, 2025Updated last year
- A Sober Look at Language Model Reasoning☆92Nov 18, 2025Updated 11 months ago
- ☆222Feb 20, 2025Updated last year
- [ICLR 2026] PSFT is a trust-region–inspired fine-tuning objective that views SFT as a policy gradient method with constant advantages, co…☆40Sep 9, 2025Updated last year
- 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.
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆106Jun 16, 2025Updated last year
- Detailed implementation of the paper☆15May 3, 2020Updated 6 years ago
- ☆18Aug 4, 2025Updated last year
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆119Jun 23, 2026Updated 4 months ago
- This is the official implementation of paper "The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement…☆20Feb 10, 2026Updated 8 months ago
- [ICLR26]GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆181Jan 29, 2026Updated 9 months ago
- [ICLR 2026] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs☆47May 20, 2025Updated last year
- Continual Learning Mechanisms Compose for Long-Horizon Memorization☆25Sep 16, 2026Updated last month
- [ICML-2025] We introduce Lie group Relative position Encodings (LieRE) that goes beyond RoPE in supporting n-dimensional inputs.☆14Aug 8, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆12Jun 22, 2025Updated last year
- Implementation of Negative-aware Finetuning (NFT) algorithm for "Bridging Supervised Learning and Reinforcement Learning in Math Reasonin…☆92Sep 8, 2025Updated last year
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,286Aug 27, 2025Updated last year
- Official Repository of "Learning what reinforcement learning can't"☆90Dec 30, 2025Updated 10 months ago
- ☆11Mar 14, 2024Updated 2 years ago
- Official repository for OPDVR: On-policy Distillation with Verifiable Reward.☆30Sep 8, 2026Updated last month
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆54Jul 15, 2025Updated last year