Introduction to Handling Sparse Rewards In Reinforcement Learning Using Model Predictive Control

Exploring Handling Sparse Rewards In Reinforcement Learning Using Model Predictive Control reveals several interesting facts. This video shows some results of the work presented in our paper "

Handling Sparse Rewards In Reinforcement Learning Using Model Predictive Control Comprehensive Overview

In this video I dive into three advanced papers that addres the problem of the SparseRewards can make # Reward

https://github.com/hipoglucido/Hierarchical-DRL-Tensorflow.

Summary & Highlights for Handling Sparse Rewards In Reinforcement Learning Using Model Predictive Control

  • Multi-objective
  • Matej Večerík, Todd Hester, Jonathan Scholz, Fumin Wang, Olivier Pietquin, Bilal Piot, Nicolas Heess, Thomas Rothörl, Thomas ...
  • In this video, we will learn about two great RL methods for self supervised exploration - Curiosity and Random Network Distillation ...
  • https://arxiv.org/abs/2010.03956.
  • To learn more about enrolling in the graduate course, visit: ...

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