🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.
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Jun 12, 2026 - Python
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agentic-rl
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Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
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Jun 10, 2026 - Python
Run more RL experiments. Wait less for GPUs.
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May 24, 2026 - Python
[CVPR 2026] Official Code for "ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning"
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Feb 13, 2026 - Python
Claw-R1: Empowering OpenClaw with Advanced Agentic RL.
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Jun 9, 2026 - Python
[ACL 2026 Findings] Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
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Mar 9, 2026 - Python
RL study guide — foundations through RLHF, DPO, GRPO, RLVR, agentic RL, and offline RL. Hand-written CS294 notes, 19 lecture drafts, 5 tested exercises, citations that resolve.
machine-learning reinforcement-learning deep-learning q-learning policy-gradient study-notes lecture-notes ppo dpo rlhf constitutional-ai deepseek-r1 grpo llm-alignment rlvr sutton-barto agentic-rl
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May 15, 2026 - Python
DART-GUI: Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation
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Feb 26, 2026 - Python
Curated, opinionated index of post-R1 LLM ×ばつ Reinforcement Learning. Many deep-dive blog posts cross-linked to many papers — GRPO, DAPO, DPO, PPO, RLHF, GSPO, CISPO, VAPO, Reward Modeling, MoE RL stability, Verifier-Free RL, Training-Free RL, Agentic RL, DeepSeek-R1 reproduction.
awesome reinforcement-learning alignment moe awesome-list curated-list reasoning post-training ppo paper-list dpo llm rlhf llm-training llm-reasoning reward-modeling deepseek-r1 grpo agentic-rl rl-from-human-feedback
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Apr 25, 2026
SGLang model provider for Strands Agents for on-policy agentic RL training.
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Jun 13, 2026 - Python
Proximity-based Multi-turn Optimization (ProxMO) - Official Implementation
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Mar 29, 2026 - Python
[ACL2026] AlphaQuanter: An End-to-End Tool-Orchestrated Agentic Reinforcement Learning Framework for Stock Trading.
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Oct 17, 2025 - Python
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
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May 13, 2026 - Python
A gym-like framework for building agent environments for RL training.
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Jun 13, 2026 - Python
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning
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Jun 2, 2026 - Python
This is the official repository for our paper "Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning" published in ICRL 2026.
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Apr 11, 2026 - Python
Official implementation for paper "Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe"
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May 12, 2026 - Python
Official Code of Paper: MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization
agent ai drug-discovery drug-design llms molecule-editing molecule-optimization tool-augmented-agents agentic-rl
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Apr 13, 2026 - Python
Agentic RL最详细入门
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Jun 10, 2026 - HTML
Fast, Multi-Cloud Sandbox Engine for AI Agents
kubernetes reinforcement-learning sandbox agents e2b agent-sandbox rlvr swe-bench terminal-bench agentic-rl e2b-compatible swe-rex
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Jun 11, 2026 - Go
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