Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics
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Aug 23, 2026 - Python
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agent-rl
Here are 11 public repositories matching this topic...
RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios
reinforcement-learning ppo multi-agent-reinforcement-learning rlhf llm-agent llm-reasoning entropy-method gui-agent grpo coding-agent agent-rl
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Jun 12, 2026 - Python
Scalable and extensible reinforcement learning for LM agents.
nlp training agent framework reinforcement-learning system tool mcp rl multi-modal reward reasoning tool-use vision-language chat-template llm agentic agentrl agent-rl agentfly
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Aug 26, 2026 - Python
Apprentissage par renforcement pour la régulation des feux de signalisation sur un boulevard typique de Kinshasa
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Feb 25, 2026 - Python
A curated list of training & evaluation environments for LLM/VLM agents (SWE-Gym, GEM, RAGEN, AgentGym, WebArena, OSWorld, ToolBench…). Updated weekly.
agent benchmark awesome reinforcement-learning evaluation gym rl awesome-list vla ppo tool-use web-agent browser-agent llm llm-agent agentic-ai swe-agent grpo computer-use-agent agent-rl
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Aug 16, 2026
Train SLM to use Tools with RL
tools reinforcement-learning rl-agents slm agent-tool llm-training agent-tools rl-agent agent-tool-rl agent-rl
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Jul 23, 2025 - Python
Project pages for RAGEN, RAGEN-2 (reasoning collapse in agentic RL), and BAGEN (budget-aware LLM agents)
reinforcement-learning llm-agents agent-rl multi-turn-rl agentic-reinforcement-learning reasoning-collapse budget-aware-agents
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Sep 2, 2026 - Astro
GRPO integration for multi-turn retail agents with Tau2 environments, VERL AgentLoop, tool rollouts, and terminal rewards.
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Sep 8, 2026 - Python
Agent-RL Credit Auditor: CPU-first audit and exact benchmark for credit estimators in agent RL. Explicit estimands, import-isolated Bellman/enumeration oracles, matched budgets, mechanism gates, claim ceilings.
python benchmark reinforcement-learning audit credit-assignment post-training llm rlhf grpo agent-rl
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Aug 26, 2026 - Python
Compiler feedback as process reward for coding agent RL training (Junhao Fu, 2025)
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May 11, 2026 - Python
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