optimal-policy

There are 0 repository under optimal-policy topic.

• raklokesh / ReinforcementLearning_Sutton-Barto_Solutions

  Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto

  reinforcement-learningsutton-bookbandit-algorithmsutton-gamblersutton-gridworldblackjack-montecarlomaximization-biasbatch-updatesarsaqlearninginfinite-variancedynaqgradient-descentrl-suttonsemi-gradient-sarsamountain-carshort-corridoroptimal-policyfeature-engineering
  Language:Python 20

• ChaitanyaC22 / Deep-RL-Project---Maximize-total-profits-earned-by-cab-driver

  The goal of this project is to build an RL-based algorithm that can help cab drivers maximize their profits by improving their decision-making process on the field. Taking long-term profit as the goal, a method is proposed based on reinforcement learning to optimize taxi driving strategies for profit maximization. This optimization problem is formulated as a Markov Decision Process i.e. MDP.

  mdp-frameworkmarkov-decision-processdqndeep-reinforcement-learningrltraining-dqn-agentq-values-trackingactionsstatesrewardshyperparameter-tuningmodel-buildingmodel-evaluationpredictionminibatch-gradient-descentconvergencedata-visualizationoptimal-policyepsilon-decayepsilon-greedy
  Language:Jupyter Notebook 8

• nicolaloi / Dynamic-Programming-and-Optimal-Control

  Infinite horizon policy optimization for drone navigation. Graded project for the ETH course "Dynamic Programming and Optimal Control".

  dynamic-programmingvalue-iterationpolicy-iterationlinear-programmingbellman-equationdrone-controloptimal-pathoptimal-policy
  Language:MATLAB 8

• Megha-Bose / Markov-Decision-Process

  Computing optimal MDP policy using Value Iteration Algorithm and Linear Programming

  mdpoptimal-policyvalue-iterationvalue-iteration-algorithmlinear-programming
  Language:Python 1
• stimulus-spending

  pmichaillat / stimulus-spending

  Code and data for the paper "Optimal Public Expenditure with Inefficient Unemployment"

  unemploymentpaper-with-codeoptimal-policypublic-expenditureunemployment-gapmultiplierbusiness-cyclesstimulus-packagesimulationsmatching-functionmatching-model
  Language:MATLAB 1
• unemployment-insurance

  pmichaillat / unemployment-insurance

  Code and data for the paper "A Macroeconomic Approach to Optimal Unemployment Insurance: Applications"

  unemployment-insurancebusiness-cyclespaper-with-codeoptimal-policylabor-market-tightnesssufficient-statisticssimulations
  Language:MATLAB 1

• etienneandre / ImpRator

  ImpRator (Inverse Method for Policy with Reward AbstracT behaviOR) is a prototype implementation to compute parameter valuations in parametric Markov decision processes such that optimal policies remain optimal.

  markov-decision-processesoptimal-policyparameter-synthesispolicy-iteration
  Language:OCaml 0