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updated 2 months ago

REINFORCEMENT LEARNING by CHANDRA

reinforcement Learning Q learning method (reinforcement learnin...)

REINFORCEMENT_LEARNING.m

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updated 8 months ago

Model-based Policy Iteration Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning using Model-based Policy iteration Approach (artificial intelligen..., cleaning robot, dynamic programming)

model_based_deterministic_policy_iteration

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updated 8 months ago

Q-learning (Model-free Value Iteration) Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning using Q-learning with epsilon-greedy exploration (qlearning, learning, robot)

qlearning

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updated 8 months ago

Model-based Value Iteration Algorithm for Stochastic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning and Dynamic Programming (Stochastic) (reinforcement learnin..., dynamic programming, modelbased)

stochastic_robot_cleaning_v1

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updated 8 months ago

Model-based Value Iteration Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning and Dynamic Programming (reinforcement learnin..., dynamic programming, value iteration)

deterministic_robot_cleaning_v1

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updated 3 years ago

TIle Coding (CMAC) for reinforcement learning by Nick Birnie

Linear tile coding function approximation based on CMAC algorithm (course coding, discretisation, feature space)

getTiles(variables, numTilings, memorySize)

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updated 3 years ago

Bindings to Course Coding (tile coding) for Reinfocement Learning. by Nick Birnie

Matlab bindings to C code for Course Coding. (reinforcement learnin..., course coding, tile coding)

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