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[RLlib] DreamerV3 on PyTorch. #45463

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@sven1977 sven1977 commented May 21, 2024

DreamerV3 on PyTorch.

Why are these changes needed?

Related issue number

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
    • I've added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
    • Unit tests
    • Release tests
    • This PR is not tested :(

sven1977 added 16 commits July 1, 2023 22:57
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
…mer_v3_torch

Signed-off-by: sven1977 <[email protected]>

# Conflicts:
#	rllib/BUILD
#	rllib/algorithms/algorithm.py
#	rllib/algorithms/dreamerv3/dreamerv3_rl_module.py
#	rllib/algorithms/dreamerv3/tests/test_dreamerv3.py
#	rllib/algorithms/dreamerv3/tf/dreamerv3_tf_rl_module.py
#	rllib/algorithms/dreamerv3/utils/env_runner.py
#	rllib/core/rl_module/torch/torch_rl_module.py
#	rllib/utils/tests/test_torch_utils.py
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
sven1977 added 7 commits May 21, 2024 17:11
…was responsible for breaking a test

Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
… and Atari (Pong) on a V100 machine. 👍

Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
sven1977 added 26 commits May 22, 2024 20:35
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
…layer's (32x32 z state) distribution.

Signed-off-by: sven1977 <[email protected]>
…or states and w/ videos) to the sampled ones.

Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
…'s almost-glorot-normal initializer.

Signed-off-by: sven1977 <[email protected]>
…dB; could be that WandB doesn't like lists of lists).

Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
…mer_v3_torch

Signed-off-by: sven1977 <[email protected]>

# Conflicts:
#	rllib/utils/metrics/metrics_logger.py
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
…the Stats.values list is the problem ... to be checked

Signed-off-by: sven1977 <[email protected]>
…mer_v3_torch

Signed-off-by: sven1977 <[email protected]>

# Conflicts:
#	rllib/utils/metrics/stats.py
Signed-off-by: sven1977 <[email protected]>
…_on_new_api_stack_w_env_runner_and_connectorv2

Signed-off-by: sven1977 <[email protected]>

# Conflicts:
#	rllib/env/env_runner_group.py
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Viibrant commented Dec 2, 2024

Hi all, what is the current status of this PR?

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stale bot commented Jan 31, 2025

This pull request has been automatically marked as stale because it has not had recent activity. It will be closed in 14 days if no further activity occurs. Thank you for your contributions.

  • If you'd like to keep this open, just leave any comment, and the stale label will be removed.

@stale stale bot added the stale The issue is stale. It will be closed within 7 days unless there are further conversation label Jan 31, 2025
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3 participants