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Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

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In PPO.ipynb, the position of action loss epoch and value loss epoch need to be swapped and I suggest that you'd better use RMSprop as the optimizer and reduce the...

``` IndexError Traceback (most recent call last) in 43 try: 44 clear_output(True) ---> 45 plot_all_data(log_dir, env_id, 'DoubleDQN', config.MAX_FRAMES, bin_size=(10, 100, 100, 1), smooth=1, time=timedelta(seconds=int(timer()-start)), ipynb=True) 46 except IOError: 47 pass...