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Recall 2 Imagine, a World Model with superhuman memory. Oral (1.2%) @ ICLR 2024

Home Page: https://recall2imagine.github.io/

License: MIT License

Dockerfile 0.50% Python 98.96% Shell 0.54%
dreamer iclr2024 model-based-reinforcement-learning model-based-rl reinforcement-learning state-space-models deep-reinforcement-learning deep-rl s4 ssm

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recall2imagine's Issues

AssertionError: {'action': array([nan, nan, nan, nan, nan, nan], dtype=float32), 'reset': array(False)}

When I use the default config.yaml to run the experiments of Memory Maze and POPGym, the following error occurs:
Process env: Traceback (most recent call last): File "/conda/miniconda/envs/py38/lib/python3.8/multiprocessing/process.py", line 315, in _bootstrap self.run() File "/conda/miniconda/envs/py38/lib/python3.8/multiprocessing/process.py", line 108, in run self._target(*self._args, **self._kwargs) File "/code/recall2imagine/embodied/core/distr.py", line 199, in _wrapper fn(*args) File "/code/recall2imagine/embodied/run/parallel.py", line 172, in env obs = env.step(act) File "/code/recall2imagine/embodied/core/wrappers.py", line 376, in step obs = self.env.step(action) File "/code/recall2imagine/embodied/core/wrappers.py", line 160, in step obs = self.env.step(action) File "/code/recall2imagine/embodied/core/wrappers.py", line 115, in step assert action[self._key].min() == 0.0, action AssertionError: {'action': array([nan, nan, nan, nan, nan, nan], dtype=float32), 'reset': array(False)}
It seems to be related to env reset. Could you give me some suggestions on why the error occurs and how to solve it? Looking forward to your reply.

CuDNN library incompatible error

I used the conda env and have installed jaxlib 0.4.13 with cuda11.cudnn86. When I run the code, the error occurred:
E external/xla/xla/stream_executor/cuda/cuda_dnn.cc:427] Loaded runtime CuDNN library: 8.5.0 but source was compiled with: 8.6.0. CuDNN library needs to have matching major version and equal or higher minor version. If using a binary install, upgrade your CuDNN library. If building from sources, make sure the library loaded at runtime is compatible with the version specified during compile configuration.

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