The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
☆451Jul 11, 2025Updated last year
Alternatives and similar repositories for Entropy-Mechanism-of-RL
Users that are interested in Entropy-Mechanism-of-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆467Mar 20, 2026Updated 5 months ago
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,122Apr 15, 2026Updated 4 months ago
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆444Mar 11, 2026Updated 5 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 2025Updated last year
- ☆363Jul 29, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Scalable RL solution for advanced reasoning of language models☆1,872Mar 18, 2025Updated last year
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,867May 11, 2025Updated last year
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆405Mar 30, 2026Updated 5 months ago
- P1: Mastering Physics Olympiads with Reinforcement Learning☆89Dec 29, 2025Updated 8 months ago
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,114Aug 20, 2026Updated 2 weeks ago
- verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in…☆2,282Jun 9, 2026Updated 2 months ago
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆105Jun 16, 2025Updated last year
- [ICLR2026] Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆68May 22, 2025Updated last year
- Towards a Unified View of Large Language Model Post-Training☆217Sep 8, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ArcherCodeR is an open-source initiative enhancing code reasoning in large language models through scalable, rule-governed reinforcement …☆44Aug 6, 2025Updated last year
- FROM $f(x)$ AND $g(x)$ TO $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones☆72Jan 26, 2026Updated 7 months ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,336Updated this week
- Democratizing Reinforcement Learning for LLMs☆5,816Updated this week
- Scaling RL on advanced reasoning models☆696Oct 20, 2025Updated 10 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,979Aug 13, 2026Updated 3 weeks ago
- [ICLR 2026] RPG: KL-Regularized Policy Gradient (https://arxiv.org/abs/2505.17508)☆76Jun 29, 2026Updated 2 months ago
- One-shot Entropy Minimization☆192Jun 13, 2025Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆168Mar 2, 2026Updated 6 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.
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆54Jul 15, 2025Updated last year
- Test-time preferenece optimization (ICML 2025).☆185May 8, 2025Updated last year
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,484Aug 20, 2026Updated 2 weeks ago
- ☆111Jul 6, 2026Updated 2 months ago
- A version of verl to support diverse tool use [TMLR 2026]☆1,037Jul 15, 2026Updated last month
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,387Updated this week
- slime is an LLM post-training framework for RL Scaling.☆8,404Updated this week
- instruction-following benchmark for large reasoning models☆49Apr 19, 2026Updated 4 months ago
- NeurIPS 2025: Discriminative Constrained Optimization for Reinforcing Large Reasoning Models☆53Mar 14, 2026Updated 5 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆360Jan 22, 2026Updated 7 months ago
- Extrapolating RLVR to General Domains without Verifiers☆205Aug 12, 2025Updated last year
- ☆83Jun 8, 2026Updated 2 months ago
- [ICLR 2026] Learning to Reason without External Rewards☆421Jan 26, 2026Updated 7 months ago
- Reinforcing General Reasoning without Verifiers☆102Jun 24, 2025Updated last year
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆94Feb 15, 2025Updated last year
- Implementation for FP8/INT8 Rollout for RL training without performence drop.☆308Nov 7, 2025Updated 10 months ago