To this purpose, we provide a framework based on reinforcement learning with an environment compatible with OpenAI gym toolset standards, employed for training agents to implement WAF evasion tasks.

S3 decouples RAG search from generation, boosting efficiency and generalization for enterprise LLM applications with minimal data.

Abstract: The recent advancement of deep reinforcement learning (DRL) contributed to robotics by allowing automatic controller design. The automatic controller design is a crucial approach for ...

Tensorforce is an open-source deep reinforcement learning framework ... supervised deep learning, RL does not always benefit from running on a GPU, depending on environment and agent configuration. In ...