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π Iβm currently working as Part-Time Professor in NLP @EPF Engineering School
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π± Ongoing projects:
- Independent research on optimal prioritization of replay buffers (DQN, SAC), reference: Large Batch Experience Replay, Lahire et al. ICML 2022
- Contributing to the Syllabus library by implementing Curriculum Learning algorithms (e.g. Self-Play variants)
- Neat Jax: A Jax implementation of the Neat algorithm (NeuroEvolution of Augmenting Topologies), Efficient Evolution of Neural Network Topologies, Stanley et al., 2002
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π Find my articles on my personal blog and Towards Data Science
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π« Reach me here: [email protected]
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π Learn more about my experiences on my portfolio
- Breaking down State-of-the-Art PPO Implementations in JAX
- A Gentle Introduction to Deep Reinforcement Learning in JAX
- Implementing a Transformer Encoder from Scratch with JAX and Haiku
- Vectorize and Parallelize RL Environments with JAX: Q-learning at the Speed of Lightβ‘
- Temporal-Difference Learning and the importance of exploration: An illustrated guide