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Projects sharing features with ReCall

26 open-source projects similar to agent-rl/recall, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.

  • 8188zq/autologi8188zq avatar

    8188zq/AutoLogi

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    This repository contains the official implementation for the paper "AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models".

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  • alfworld/alfworldalfworld avatar

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  • allenai/scienceworldallenai avatar

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    We introduce Enigmata, the first comprehensive suite tailored for improving LLMs with puzzle reasoning skills, which integrates seamlessly with reinforcement learning using verifiable rule-based rewards.

    Python
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  • chenllliang/g1chenllliang avatar

    chenllliang/G1

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    G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning

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    facebookresearch/MLGym

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    MLGym A New Framework and Benchmark for Advancing AI Research Agents

    Python
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    68View on GitHub↗

    Optimus-3: Dual-Router Aligned Mixture-of-Experts Agent with Dual-Granularity Reasoning-Aware Policy Optimization Zaijing Li 1 2 , Yuquan Xie 1 , Rui Shao 1&#9993 , Gongwei Chen 1 , Weili Guan 1 , Dongmei Jiang 2 , Liqiang Nie 1&#9993 1 Harbin Institute of…

    Python
    View on GitHub↗68
  • kjha02/crossenvcooperationKJha02 avatar

    KJha02/crossEnvCooperation

    22View on GitHub↗

    Repository with environment and training scripts for paper Cross-Environment Cooperation Enables Zero-shot Multi-agent Coordination (Jha et. al, 2025)

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  • leaplabthu/absolute-zero-reasonerLeapLabTHU avatar

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  • leonguertler/textarenaLeonGuertler avatar

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    MasterVito/SwS

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  • minimax-ai/synlogicMiniMax-AI avatar

    MiniMax-AI/SynLogic

    204View on GitHub↗

    NeurIPS 2025 The official repo of SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond

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  • mle-dojo/mle-dojoMLE-Dojo avatar

    MLE-Dojo/MLE-Dojo

    97View on GitHub↗

    MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering

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    View on GitHub↗97
  • multimodal-art-projection/korgymmultimodal-art-projection avatar

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    60View on GitHub↗
    Python
    View on GitHub↗60
  • open-thought/reasoning-gymopen-thought avatar

    open-thought/reasoning-gym

    1,452View on GitHub↗

    NeurIPS 2025 Spotlight Reasoning Environments for Reinforcement Learning with Verifiable Rewards

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    View on GitHub↗1,452
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    Python
    View on GitHub↗1,310
  • opengvlab/zeroguiOpenGVLab avatar

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    120View on GitHub↗

    We propose ZeroGUI, a fully automated online reinforcement learning framework that enables GUI agents to train and adapt in interactive environments at zero human cost.

    Python
    View on GitHub↗120
  • r2e-gym/r2e-gymR2E-Gym avatar

    R2E-Gym/R2E-Gym

    294View on GitHub↗

    R2E-Gym: Procedural Environment Generation and Hybrid Verifiers for Scaling Open-Weights SWE Agents

    Python
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  • smearle/script-doctorsmearle avatar

    smearle/script-doctor

    27View on GitHub↗

    This repository contains the code for PuzzleJAX, a GPU-accelerated implementation of PuzzleScript (https://www.puzzlescript.net)

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  • spiral-rl/spiralspiral-rl avatar

    spiral-rl/spiral

    196View on GitHub↗

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    Python
    View on GitHub↗196
  • stonybrooknlp/appworldStonyBrookNLP avatar

    StonyBrookNLP/appworld

    444View on GitHub↗

    🌍 AppWorld: A Controllable World of Apps and People for Benchmarking Function Calling and Interactive Coding Agent, ACL'24 Best Resource Paper.

    Python
    View on GitHub↗444
  • tongjingqi/code2logictongjingqi avatar

    tongjingqi/code2logic

    155View on GitHub↗

    Official repository for paper "Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning". This is the first work, to the best of our knowledge, that adapts game code to synthesize multimodal game data for training VLMs. When we apply Game-RL, which is simple GRPO on…

    Python
    View on GitHub↗155
  • unakar/logic-rlUnakar avatar

    Unakar/Logic-RL

    2,451View on GitHub↗

    Reproduce R1 Zero on Logic Puzzle

    Python
    View on GitHub↗2,451
  • wshi83/medagentgymwshi83 avatar

    wshi83/MedAgentGym

    117View on GitHub↗

    ICLR'26 MedAgentGYM: Training LLM Agents for Code-Based Medical Reasoning at Scale

    Python
    View on GitHub↗117
  • yunfeixie233/vigalyunfeixie233 avatar

    yunfeixie233/ViGaL

    70View on GitHub↗

    Alan Yuille , Junfei Xiao† , Chen Wei§

    Python
    View on GitHub↗70