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Eric Jang rebuilt AlphaGo from scratch and explained in detail the application of Monte Carlo Tree Search and deep learning in Go, demonstrating the feasibility of reproducing a powerful Go AI at low cost nowadays.
A blackboard lecture by Eric Jang walks through building AlphaGo from scratch with modern AI tools, covering RL, MCTS, self-play, and connecting to LLM training, along with a discussion on automated AI research.