deckardagent / deckard Goto Github PK

Hi, Kolby, I've been reading your paper with great interest, and I find the results presented in Figure 4 particularly intriguing. However, I have a couple of questions regarding the success rate calculations and the initial conditions for the experiments that I hope you could clarify:

1. Could you please elaborate on how the success rates were determined for the different tasks? Specifically, does the success rate represent the proportion of successful trials out of the total number of trials conducted within the allotted steps for each task (i.e., 1,000 steps for collectable items and 5,000 steps for craftable items)?
2. With respect to the initial conditions set for the success rate experiments, could you elaborate on whether the agents are equipped with any tools or resources at the outset of tasks? For instance, in the task of collecting cobblestone, is the agent provided with a wooden pickaxe from the start, or must it acquire one through its own actions in the environment?

I believe these details would greatly enhance the understanding of your experimental setup and the robustness of DECKARD's performance. Thank you for your time and consideration in addressing these inquiries.

Hi, Kolby, we tried to run python main.py, and got the following errors.

Traceback (most recent call last):
  File "/home/qwang/deckard/main.py", line 149, in <module>
    next_task = explore_techtree(model.env, model.policy, allow_sample_untrained=False, max_explore_steps=args.explore_steps)
  File "/home/qwang/deckard/techtree.py", line 25, in explore_techtree
    last_obs = env.reset()
  File "/home/qwang/.conda/envs/mineclip/lib/python3.9/site-packages/stable_baselines3/common/vec_env/subproc_vec_env.py", line 135, in reset
    obs = [remote.recv() for remote in self.remotes]
  File "/home/qwang/.conda/envs/mineclip/lib/python3.9/site-packages/stable_baselines3/common/vec_env/subproc_vec_env.py", line 135, in <listcomp>
    obs = [remote.recv() for remote in self.remotes]
  File "/home/qwang/.conda/envs/mineclip/lib/python3.9/multiprocessing/connection.py", line 250, in recv
    buf = self._recv_bytes()
  File "/home/qwang/.conda/envs/mineclip/lib/python3.9/multiprocessing/connection.py", line 414, in _recv_bytes
    buf = self._recv(4)
  File "/home/qwang/.conda/envs/mineclip/lib/python3.9/multiprocessing/connection.py", line 383, in _recv
    raise EOFError
EOFError