🐍 🔬 Fast Python implementation of various Kullback-Leibler divergences for 1D and 2D parametric distributions. Also provides optimized code for kl-UCB indexes
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May 13, 2018 - HTML
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kl-ucb
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Foundations Of Intelligent Learning Agents (FILA) Assignments
reinforcement-learning monte-carlo linear-programming thompson-sampling ucb bootstrapping multi-armed-bandits bellman-equation temporal-differencing-learning howards-pi sarsa-learning kl-ucb windy-gridworld intelligent-learning-agents
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Nov 8, 2019 - Python
Implementation of 9 multi-armed bandit algorithm for the stationary stochastic environment
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Apr 24, 2020 - MATLAB
💫 Fast Julia implementation of various Kullback-Leibler divergences for 1D parametric distributions. 🏋 Also provides optimized code for kl-UCB indexes
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May 13, 2018 - Julia
Repository for the course project done as part of CS-747 (Foundations of Intelligent & Learning Agents) course at IIT Bombay in Autumn 2022.
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Oct 14, 2022 - Python
My programs during CS747 (Foundations of Intelligent and Learning Agents) Autumn 2021-22
linear-programming thompson-sampling epsilon-greedy mountain-car sarsa ucb markov-decision-processes multi-armed-bandit policy-iteration value-iteration tile-coding kl-ucb policy-control
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Apr 17, 2022 - Python
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