Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning" by Zhiheng Xi et al.
☆749Feb 15, 2026Updated 3 months ago
Alternatives and similar repositories for AgentGym-RL
Users that are interested in AgentGym-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:
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆791Sep 11, 2025Updated 8 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆226Nov 27, 2025Updated 6 months ago
- CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning☆36Aug 28, 2025Updated 9 months ago
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,430May 18, 2026Updated last week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,753Nov 13, 2025Updated 6 months ago
- 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.
- 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…☆1,909Feb 27, 2026Updated 3 months ago
- [ICML 2026] RLAnything & DemyAgent: General and scalable agentic RL algorithms across terminal, GUI, SWE, and tool-call settings☆526May 16, 2026Updated last week
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 2025Updated 10 months ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆387Mar 30, 2026Updated last month
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,514Updated this week
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆435Mar 11, 2026Updated 2 months ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,810May 11, 2025Updated last year
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆93Jun 16, 2025Updated 11 months ago
- Official Repo for Open-Reasoner-Zero☆2,091Jun 2, 2025Updated 11 months ago
- 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.
- [ACL 2026] Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments☆52Apr 6, 2026Updated last month
- ☆177Nov 24, 2025Updated 6 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆94Aug 8, 2025Updated 9 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆116Feb 9, 2024Updated 2 years ago
- [ICML 2025] Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling☆13May 5, 2025Updated last year
- SkyRL: A Modular Full-stack RL Library for LLMs☆1,867May 18, 2026Updated last week
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆64Apr 11, 2026Updated last month
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆442Jul 11, 2025Updated 10 months ago
- [NeurIPS D&B Track 2024] Source code for the paper "Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge…☆25May 2, 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.
- Democratizing Reinforcement Learning for LLMs☆5,548May 20, 2026Updated last week
- slime is an LLM post-training framework for RL Scaling.☆5,774Updated this week
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,668Apr 14, 2026Updated last month
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,459Nov 9, 2025Updated 6 months ago
- ☆17Nov 3, 2024Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,548Updated this week
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆55Jul 15, 2025Updated 10 months ago
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,203Updated this week
- DCPO: Dynamic Adaptive Clipping for RL☆49Apr 1, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR 2026] Official PyTorch Implementation of RLP: Reinforcement as a Pretraining Objective☆251Jan 26, 2026Updated 4 months ago
- ☆75Jun 10, 2025Updated 11 months ago
- A Gym for Agentic LLMs☆488Jan 21, 2026Updated 4 months ago
- ☆110Dec 5, 2025Updated 5 months ago
- ☆228Jun 2, 2025Updated 11 months ago
- ☆47Sep 15, 2025Updated 8 months ago
- FlashSampling: Fast and Memory-Efficient Exact Sampling (https://huggingface.co/papers/2603.15854)☆72May 13, 2026Updated 2 weeks ago