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reinforcement-learning

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simon-mo
simon-mo commented Oct 27, 2021
(ServeController pid=12680) 2021-10-26 19:03:28,704     INFO backend_state.py:911 -- Adding 1 replicas to deployment 'hello'. component=serve deployment=hello
(ServeController pid=12680) 2021-10-26 19:03:28,704     ERROR controller.py:193 -- Exception updating backend state.
(ServeController pid=12680) Traceback (most recent call last):
(ServeController pid=12680)   File "/Users/simonmo/De
annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  • Updated Oct 29, 2021
  • Jupyter Notebook
stable-baselines
calerc
calerc commented Nov 23, 2020

The following applies to DDPG and TD3, and possibly other models. The following libraries were installed in a virtual environment:

numpy==1.16.4
stable-baselines==2.10.0
gym==0.14.0
tensorflow==1.14.0

Episode rewards do not seem to be updated in model.learn() before callback.on_step(). Depending on which callback.locals variable is used, this means that:

  • episode rewards may n

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