Concepedia

Playing first-person shooter games with machine learning techniques and methods using the VizDoom Game-AI research platform

Adil Khan, Adil Khan, M. Naeem, Muhammad Zubair Asghar, Aziz Ud Din, Atif Khan, Atif Khan

Entertainment Computing · 2020 · 20 citations · 21 references

DOI

Concepts

References

21

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

, , +16

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

, , +8

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.8K citations

, , +10

Q-learning

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 9K citations · Full text

Simple statistical gradient-following algorithms for connectionist reinforcement learning

Ronald J. Williams · Machine Learning · 1992 · 7.5K citations · Full text

, , +11