Multi-Armed Bandit (MAB) algorithm implementation in go
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Nov 25, 2019 - Go
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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
reinforcement-learning linear-programming thompson-sampling epsilon-greedy ucb policy-evaluation mdps multi-armed-bandits policy-iteration randomised-algorithms reinforcement-learning-excercises kl-divergence markovian-epidemic-processes reinforcement-learning-analysis multiarm-bandit ucb1 howards-pi batch-switching randomized-policy-iteration
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May 21, 2018 - Python
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Apr 5, 2021 - Jupyter Notebook
Autonomous Agent Multi-Armed Bandit UCB1 & Thompson Sampling Exploration-Exploitation Optimizer
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Sep 9, 2026 - Python
Autonomous Agent Multi-Armed Bandit UCB1 & Thompson Sampling Exploration-Exploitation Optimizer
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Sep 9, 2026 - Python
Multi-armed bandit decision engine with Upper Confidence Bound 1 (UCB1) and Bayesian Thompson Sampling.
python reinforcement-learning decision-making thompson-sampling multi-armed-bandit ucb1 exploration-exploitation model-context-protocol mcp-server agent-skills bayesian-decision
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Sep 28, 2026 - Python
Multi-armed bandit decision engine with Upper Confidence Bound 1 (UCB1) and Bayesian Thompson Sampling.
python reinforcement-learning decision-making thompson-sampling multi-armed-bandit ucb1 exploration-exploitation model-context-protocol mcp-server agent-skills bayesian-decision
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Sep 28, 2026 - Python
Few-shot prompting using Contextual Combinatorial Bandit optimizations
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Dec 19, 2024 - Python
This project focuses on comparing different Reinforcement Learning Algorithms, including monte-carlo, q-learning, lambda q-learning epsilon-greedy variations, etc.
python reinforcement-learning monte-carlo openai-gym q-learning policy rl-agents epsilon-greedy dynamic-programming markov-chains approximation-algorithms ucb1 q-lambda exploration-exploitation thomson-sampling frozen-lake multi-bandit-army
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Feb 15, 2022 - Python
A Contextual-bandit approach on MIND Datasets for News Recommendation Systems.
python thompson-sampling epsilon-greedy reinforcement-learning-algorithms multi-armed-bandits ucb1 linucb news-recommendation-system
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Jul 7, 2025 - Python
Explore key RL algorithms with detailed explanations and fully commented Python code implementations
reinforcement-learning monte-carlo q-learning thompson-sampling epsilon-greedy reinforcement-learning-algorithms sarsa rl policy-iteration value-iteration deep-q-learning reinforcement-learning-agent ucb1 td-lambda reinforcement-learning-environments td-0 optimistic-inital-values iterative-policy-evaluation
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Dec 8, 2024 - Jupyter Notebook
An implementation of solvers for the multi-armed-bandit-problem in JavaScript.
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Apr 25, 2019 - JavaScript
Time-bounded Monte Carlo Tree Search agent and tournament framework for Connect Four
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Aug 30, 2026 - Python
Reversi (Othello) AI game in C#. Using Monte Carlo Tree Search algorithm AND BTMM algorithm.
board-game machine-learning csharp bitboard mcts monte-carlo-tree-search othello-game reversi-game ucb1 othello-ai mcts-algorithm
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May 31, 2021 - C#
This repository is focused on my assignments solutions for the Statistical Techniques for Data Science course at Innopolis University.
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May 18, 2023 - Jupyter Notebook
New Z2I!!!
rust cuda tic-tac-toe inference mcts gomoku tensor renju normalization softmax ucb1 alphazero piskvork gomocup onnx-torch puct caro onnxruntime
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Oct 24, 2026 - Rust
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).
python machine-learning deep-learning cheminformatics pytorch networkx computational-chemistry mcts drug-discovery rdkit monte-carlo-tree-search organic-chemistry ucb1 template-based retrosynthesis reaction-prediction iclr2022 synthesis-planning
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Jun 24, 2026
Reinforcement learning techniques applied to solve pricing problems in e-commerce applications. Final project for "Online learning applications" course (2021-2022)
reinforcement-learning pricing thompson-sampling multi-armed-bandit montecarlo-simulation mab ucb1 online-learning-applications
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Oct 30, 2022 - Jupyter Notebook
Python implementation of Monte Carlo Tree Search
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Jan 4, 2020 - Python
Let's play Checkers / Draughts here
game board-game entertainment uct monte-carlo-tree-search abstract-game perfect-information 2-player-strategy-game ucb1
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Jun 10, 2026 - JavaScript
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