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n-step-tree-backup
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This repository contains all of the Reinforcement Learning-related projects I've worked on. The projects are part of the graduate course at the University of Tehran.
monte-carloepsilon-greedypolicy-gradientsarsadynamic-programmingpolicy-iterationmodel-based-rln-armed-bandit-problemon-policyoff-policydouble-q-learningmodel-free-rln-step-bootstrappingn-step-expected-sarsan-step-tree-backupucb-algorithm
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Oct 2, 2021 - HTML
A reinforcement learning framework for the game of Nim.
reinforcement-learningq-learningdqnsarsadynamic-programmingpolicy-iterationvalue-iterationexpected-sarsamonte-carlo-methodsdouble-q-learningtemporal-difference-learningdouble-sarsadouble-expected-sarsan-step-bootstrappingn-step-sarsan-step-expected-sarsaoff-policy-n-step-sarsaoff-policy-n-step-expected-sarsan-step-tree-backup
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Nov 21, 2020 - C++
monte-carloq-learningdqnepsilon-greedypolicy-gradientdynamic-programmingtransfer-learningpolicy-iterationvalue-iterationmodel-based-rlbehavioral-economicssarsa-learningn-armed-bandit-problemdouble-q-learningmodel-learningn-step-expected-sarsan-step-tree-backupucb-algorithmcognitive-fallacies
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Sep 27, 2021 - Jupyter Notebook
A collection of deep and tabular reinforcement learning algorithms, including implementations of DQN, Dueling DQN, Q-learning, SARSA, n-step Tree Backup, and Monte Carlo.
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Sep 6, 2024
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