A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.
☆1,114May 12, 2026Updated 5 months ago
Alternatives and similar repositories for MemAgent
Users that are interested in MemAgent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents. Accepted at ICLR 2026; Best Paper Award at the NeurIP…☆355Updated this week
- The official implementation of the paper "Mem-α: Learning Memory Construction via Reinforcement Learning"☆228Dec 25, 2025Updated 10 months 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…☆2,428Jun 9, 2026Updated 4 months ago
- ☆1,473Feb 12, 2026Updated 8 months ago
- Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents☆46Apr 13, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,567Nov 13, 2025Updated 11 months ago
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,145Oct 11, 2026Updated 3 weeks ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆24,116Updated this week
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,838Oct 28, 2026Updated last week
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆427Oct 16, 2026Updated 2 weeks ago
- slime is an LLM training framework for RL Scaling.☆8,786Updated this week
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,957May 11, 2025Updated last year
- Mem-T: Densifying Rewards for Long-Horizon Memory Agents☆47Mar 22, 2026Updated 7 months ago
- Democratizing Reinforcement Learning for LLMs☆5,908Oct 16, 2026Updated 2 weeks ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,713Updated this week
- [ICML'26] Scaling Long-Horizon LLM Agent via Context-Folding☆201May 18, 2026Updated 5 months ago
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,896Updated this week
- A version of verl to support diverse tool use [TMLR 2026]☆1,052Jul 15, 2026Updated 3 months ago
- ☆1,261Aug 13, 2024Updated 2 years ago
- [ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation☆1,209Updated this week
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆408Mar 30, 2026Updated 7 months ago
- ☆30Mar 31, 2026Updated 7 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,209Sep 19, 2026Updated last month
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,142Updated this week
- Long-Horizon Memory-Augmented LLM Agents☆30Aug 17, 2026Updated 2 months ago
- ☆349May 24, 2025Updated last year
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆807Updated this week
- The code for NeurIPS 2025 paper "A-Mem: Agentic Memory for LLM Agents"☆1,014Oct 28, 2026Updated last week
- Official Repo for Open-Reasoner-Zero☆2,100Jun 2, 2025Updated last year
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,446May 16, 2025Updated last year
- [ACL-2026] MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal…☆490Apr 7, 2026Updated 6 months ago
- Tongyi Deep Research, the Leading Open-source Deep Research Agent☆20,097Feb 27, 2026Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆455Jul 11, 2025Updated last year
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,444Updated this week
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆725Aug 5, 2025Updated last year
- The paper list of "Memory in the Age of AI Agents: A Survey"☆2,457Mar 4, 2026Updated 8 months ago
- Scalable RL solution for advanced reasoning of language models☆1,873Mar 18, 2025Updated last year
- An Open-Source Large-Scale Reinforcement Learning Project for Search Agents☆615Nov 26, 2025Updated 11 months ago
- A-MEM: Agentic Memory for LLM Agents☆408Mar 15, 2026Updated 7 months ago