A reinforcement learning agent with reflection capabilities for dynamic maze navigation. Implements dual memory system, real-time adaptation, and environment change detection. Open source with research papers and documentation.

CourseTA is your AI-powered teaching assistant that transforms video lectures into quizzes and summaries helping course creators accelerate content creation and boost learner engagement.

AI agents and Agentic AI projects - ReAct agents , Reflection Agents(Generator + Reflector) etc.

AI Agent Architectures is the complex structures that shape how machines perceive, reason, and act in their environments in the pursuit of autonomous intelligence.

An implementation of the self-correction and reflection pattern using LangGraph. The agent generates a response, critiques it for errors or omissions, and then re-generates a refined answer.

An agent system built with LangGraph to generate, critique, and refine professional LinkedIn posts using reflection pattern.