SMART-D — LLM-Guided Multi-Agent Reinforcement Learning

A cooperative multi-agent framework that uses a frozen LLM as a training-time macro-planner, then distils the guidance into the policy so the LLM can be removed entirely at deployment.

Multi-Agent RLPPOLLM PlanningSelf-DistillationOvercooked-AIvLLMReinforcement LearningPyTorchLLM

LINE Travel Bot — Conversational Travel Planner

A travel assistant on LINE that collects preferences through multi-step dialogue and generates personalised itineraries with Gemini, backed by an OAuth-protected analytics dashboard.

Next.jsTypeScriptPrismaPostgreSQLGemini APILINE Bot SDKLLMFull-StackVercel