Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing.
Victor Augusto KichJunior Costa de JesusRicardo Bedin GrandoAlisson Henrique KollingGabriel Vinícius HeislerRodrigo da Silva GuerraPublished in: CoRR (2022)
Keyphrases
- game playing
- low dimensional
- temporal difference learning
- reinforcement learning
- general game playing
- high dimensional
- visual data
- video games
- video data
- learning algorithm
- visual information
- video content
- multi player
- game tree search
- machine learning
- multimedia
- game tree
- imperfect information
- world class
- opponent modeling
- active exploration
- game play
- manifold learning
- adventure game
- markov decision processes
- visual features
- video sequences
- multi agent