Yizhou Yang's repositories
EVO-PopulationBasedTraining
Population-Based Training (PBT) for Reinforcement Learning using Message Passing Interface (MPI)
RL4RedTeam
A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trained to scan for vulnerabilities in the network and exploit them to gain access to various network resources.
AsynRL
Wrapped asynchronous PPO implementation (Co-op with Zhejiang)
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NetworkAttackSimulator
A environment for testing AI agents against a simulated Network. + Configurable Networks
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rnn_multistep_ahead_forecasting
Code in Python for my blog post on implementing time series multi-step ahead forecasts using recurrent neural networks in TensorFlow.
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