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We propose UI-R1, the first framework to explore how rule-based RL can enhance the reasoning capabilities of multimodal large language models (MLLMs) for GUI action prediction tasks. If you find this ...

Build RL dataflows such as GRPO, PPO in a few lines of code. Seamless integration of existing LLM infra with modular APIs: Decouples computation and data dependencies, enabling seamless integration ...

Why and how is the Council of Europe working against cybercrime? Cybercrime – that is offences against and by means of computer systems – has evolved into a significant threat to human rights, ...