Essays about: "Max Fischer"

Found 1 essay containing the words Max Fischer.

1. 1. Using Reinforcement Learning for Games with Nondeterministic State Transitions

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Max Fischer; [2019]
   Keywords : reinforcement learning; proximal policy optimization; PPO; machine learning; artificial intelligence; deep learning; neural network; candy crush; mobile game;

   Abstract : Given the recent advances within a subfield of machine learning called reinforcement learning, several papers have shown that it is possible to create self-learning digital agents, agents that take actions and pursue strategies in complex environments without any prior knowledge. This thesis investigates the performance of the state-of-the-art reinforcement learning algorithm proximal policy optimization, when trained on a task with nondeterministic state transitions. READ MORE