actor-critic-model

There are 0 repository under actor-critic-model topic.

• ShreenidhiN / Reinforcement-Learning-based-Movie-Recommendation

  Recommender Systems are the systems designed to that are designed to recommend things to the user based on many different factors. These systems predict the most likely product that the users are most likely to purchase and are of interest to. Recommendations typically speed up searches and make it easier for users to access content they’re interested in, and surprise them with offers they would have never searched for. In this project work, we explore the use of Reinforcement Learning based techniques to solve the problem of Movie Recommendation. We have implemented the following strategies: Multi Armed Bandits based recommender and an Actor-Critic based recommender framework using Deep Reinforcement Learning.

  deep-reinforcement-learningmultiarmed-banditsreinforcement-learningactor-critic-model
  Language:Jupyter Notebook 10

• acsicuib / DRL-AC-Allocation

  Multi-objective optimization problem of application placement in the cloud continuum using Deep Reinforcement Learning

  pytorchactor-critic-modeldeep-reinforcement-learningmulti-objective-optimizationgraph-isomorphism-networks
  Language:Jupyter Notebook 4

• AIMedLab / DAC

  Code and Datasets for the paper "Deconfounding actor-critic network with policy adaptation for dynamic treatment regimes", published on KDD 2022.

  actor-critic-modelcausal-reinforcement-learningdynamic-treatment-regimenselectronic-health-recordmechanical-ventilationmimic-iiireinforcement-learning
  Language:Python 1

• torlenor / kalah

  Implementation of the board game Kalah (Kalaha), some classic agents and reinforcement models for it

  kalahactor-critic-model
  Language:Python 1