agent-rl

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[ICML 2026] RLAnything & DemyAgent: General and scalable agentic RL algorithms across terminal, GUI, SWE, and tool-call settings

Scalable and extensible reinforcement learning for LM agents.

Apprentissage par renforcement pour la régulation des feux de signalisation sur un boulevard typique de Kinshasa

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

Compiler feedback as process reward for coding agent RL training (Junhao Fu, 2025)

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