SimoMaestri

DQN-Social Attention in Highway-env

5

Hi, i've trained a DQN model with social attention in HighwayEnv. I've used egoattention with 2 heads but i don't understand the results. In the first video you can see...

Extract SHAP values from TQC, PPO trained model

4

Hi, i have a question about the code: why all the training was done using SAC (i mean inside main.py file) and then in LongiControl_SHAP.ipynb a ddpg session was initialized?...

SHAP with DQN

4

Hi, i'm trying to apply shap.DeepExplainer to a DQN model. This is what i've done: 1. I've defined my model in this way: `model = DQN('MlpPolicy', env, policy_kwargs=dict(net_arch=[256, 256]), learning_rate=5e-4,...

SHAP for Reinforcment Learning

3

Hello, i want to apply SHAP method to a Reinforcment Learning problem. In particular, what i need to do, is to extract shap values from a model trained with DQN...