- Fake News in Social Networks https://arxiv.org/abs/1708.06233 , https://github.com/DMARL-fake-news/iclr2020_submission_code/tree/master/run
Has a simple model that uses GRU - Agent-Based Model Calibration using Machine Learning Surrogates https://arxiv.org/pdf/1703.10639.pdf
Surrogate modelling - Deep Learning in (and of) Agent-Based Models: A Prospectus https://arxiv.org/pdf/1706.06302.pdf
Literature review on the use of deep learning in ABM - Machine Learning Simulates ABM https://arxiv.org/pdf/1712.04429v1.pdf , https://github.com/BAFurtado/MLsimulatesABM
- Liquidation game https://arxiv.org/pdf/1906.11046.pdf
- RL examples https://github.com/rlcode/reinforcement-learning
- DeepRL algos in pytorch https://github.com/ShangtongZhang/DeepRL
- (famous result) DOOM pytorch https://github.com/glample/Arnold https://www.cs.cmu.edu/~dchaplot/papers/aaai17_fps_games.pdf
- Centralized critic. COMA https://arxiv.org/abs/1705.08926 https://github.com/oxwhirl/pymarl/blob/master/src/modules/critics/coma.py
- Learning to communicate pytorch https://github.com/minqi/learning-to-communicate-pytorch