Curiosity-Driven Reinforcement Learning Through Temporal Distance

2018 Foundations of Machine Learning Project by Dae Young Kim

PPO implementation code imported from PyTorch PPO.

My modificatinos/writings are only in:

• 'main.py'
• 'mymodels.py'
• notes.py
• script.sh

Requirements:

• PyTorch
• TensorFlow
• Open AI Gym

To run: ''' python main.py --env-name 'BipedalWalkerHardcore-v2' --use_tdm True --beta_int 10.0 --num_layers 2 --fc_width 300 --opt_lr 1e-4 --beta_schedule linear --bonus_func log '''