I'm a Machine Learning Researcher specializing in Reinforcement Learning and Human–Computer Interaction (HCI). My expertise lies in building sophisticated Multi-Agent systems for human-machine teaming. Recently I have been dabbling a lot with RAG (Retrieval-Augmented Generation) systems and Conversational AI systems.
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Reinforcement Learning
- Deep Q-Learning (DQN)
- Proximal Policy Optimization (PPO)
- Actor-Critic Methods
- Multi-Agent RL Systems
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GenAI & RAG Systems
- Large Language Models (LLMs)
- Vector Databases
- Semantic Search
- Prompt Engineering
- Knowledge Retrieval Systems
- Human-Machine Cooperation through Human-Like Visual Search Model, CoCoMARL 2024
- Full List Google Scholar
I love balancing cartpole while my coffee brews - both require patience and optimal parameters! ☕🤖