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ucb1

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Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay

  • Updated May 21, 2018
  • Python

This project focuses on comparing different Reinforcement Learning Algorithms, including monte-carlo, q-learning, lambda q-learning epsilon-greedy variations, etc.

  • Updated Feb 15, 2022
  • Python

Retrosynthesis planning via Monte Carlo Tree Search (MCTS) with UCB1 — PyTorch template-scoring MLP + RDKit reaction SMARTS + purchasability oracle. Inspired by Gao, Mercado & Coley (ICLR 2022).

  • Updated Jun 24, 2026

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