privateboss/SnakeAI_TF_PPO

The Hebrew word נָחָשׁ (Nāḥāš) is used in the Hebrew Bible to identify the serpent that appears in Genesis 3:1, in the Garden of Eden.

This contains #7000000 training parameters/timestep for Snake_AI game using TensorFlow 2.XX.

Best score and performance comes from data #4800000 dataset for ActorCritic, with an average score of 72 with no action mask/upfront rules. Full reinforcement learning with score/reward as a priority

Agent score can be improved with the combination of more training and tunning of hyperparameters, The goal is to implement a working and functioning model based on a score of #60. feel free to tweak the trained_agent.py to utilize a deterministic play (Robotic- Consistent + Higer scores) as I have done a stochastic play (Realism- organic + stylish play). None is inherently better, but depends on what you are after as the agent training data contains the two. Also feel free to add more training timesteps within this environment specification if you so wish