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Up Topic Hauptforen / Schachprogrammierung / Spiele Sammlung „Open Spiel“ zum Lernen mit SourceCode
- By Lothar Jung Date 2021-08-18 09:23 Edited 2021-08-18 09:31 Upvotes 1
https://github.com/deepmind/open_spiel/releases/tag/v1.0.0

Spiele:

Dark Chess
Dark Hex
Imperfect recall variants of:
Dark Hex
Liar's Dice
Phantom Tic-Tac-Toe
Kriegspiel
Mean-field games:
Crowd modelling (C++ and Python)
Crowd modelling 2D (C++)
Predator prey (Python)
Python games:
Iterated prisoner's dilemma
Tic-Tac-Toe
Reconnaissance Blind Chess

Algorithmen:

Deep CFR (JAX)
DQN (C++, via Libtorch)
DQN (JAX)
Fixed Strategy Iteration CFR (FSICFR) (Neller & Hnath '11)
Joint Policy-Space Response Oracles, JPSRO (Marris et al. '21)
Mean-field game algorithms:
best response / NashConv
Fictitious Play
Mirror Descent
NFSP (JAX)
Tabular best response MDP (C++): alternative best response, including proper support for perfect info games and imperfect recall
Up Topic Hauptforen / Schachprogrammierung / Spiele Sammlung „Open Spiel“ zum Lernen mit SourceCode

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