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Port TorchRL tutorial for DDPG Loss to pytorch.org #2413

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merged 27 commits into from
Jun 13, 2023
Merged

Port TorchRL tutorial for DDPG Loss to pytorch.org #2413

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1b2f520
Port TorchRL tutorial for DDPG Loss to pytorch.org
nairbv Jun 2, 2023
95d7b1c
some stylistic changes, e.g. UK->US
nairbv Jun 5, 2023
871f50b
capitalize CUDA
nairbv Jun 5, 2023
09840d0
they / They
nairbv Jun 5, 2023
67f25c6
update URL format
nairbv Jun 5, 2023
22f5555
Apply suggestions from code review
nairbv Jun 5, 2023
8bcd15c
Merge branch 'main' into add_coding_ddpg
Jun 6, 2023
ecf0b6e
workaround pyspell errors
nairbv Jun 6, 2023
60ffc17
fix some more pyspell issues
nairbv Jun 6, 2023
f14df96
fix a ci failure
nairbv Jun 6, 2023
41fbe38
adding "next steps" section
nairbv Jun 7, 2023
d48f073
Merge branch 'main' into add_coding_ddpg
Jun 7, 2023
1b1bfc1
cleanup more typos
nairbv Jun 8, 2023
fdc6653
Merge branch 'main' into add_coding_ddpg
nairbv Jun 8, 2023
3a21bca
add early import of torchrl to avoid conflicts on mp.set_start_method
nairbv Jun 8, 2023
b4d74d5
Merge branch 'main' into add_coding_ddpg
nairbv Jun 8, 2023
2e946ea
try again on fixing multiproc spawn issue, couldnt repro locally
nairbv Jun 9, 2023
7ba9abd
Merge branch 'main' into add_coding_ddpg
nairbv Jun 9, 2023
d756188
Apply suggestions from code review
Jun 12, 2023
271e5d3
Update intermediate_source/coding_ddpg.py
Jun 12, 2023
b575982
Merge branch 'main' into add_coding_ddpg
Jun 12, 2023
7c48bff
Update intermediate_source/coding_ddpg.py
Jun 12, 2023
ed57fca
fix
vmoens Jun 13, 2023
b878abd
Merge branch 'main' into add_coding_ddpg
vmoens Jun 13, 2023
425a694
SyncDataCollector
vmoens Jun 13, 2023
1263c60
SyncDataCollector
vmoens Jun 13, 2023
f4a5e4b
Merge branch 'main' into add_coding_ddpg
Jun 13, 2023
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9 changes: 9 additions & 0 deletions en-wordlist.txt
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Expand Up @@ -32,6 +32,7 @@ ConvNets
DCGAN
DCGANs
DDP
DDPG
DDQN
DLRM
DNN
Expand Down Expand Up @@ -119,6 +120,8 @@ Numpy's
ONNX
OpenAI
OpenMP
Ornstein
OU
PIL
PPO
Plotly
Expand Down Expand Up @@ -150,6 +153,7 @@ Spacy
TPU
TensorBoard
TensorBoards
TensorDict
TextVQA
Tokenization
TorchDynamo
Expand All @@ -160,6 +164,7 @@ TorchRL's
TorchScript
TorchX
Tunable
Uhlenbeck
UI
Unescape
VGG
Expand Down Expand Up @@ -214,6 +219,7 @@ cpu
csv
cuDNN
datafile
dataflow
dataframe
dataloader
dataloaders
Expand All @@ -238,6 +244,7 @@ elementwise
embeddings
encodings
ensembling
enum
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Can you also add:
rollouts
rollout
Ornstein
Uhlenbeck
OU

This should be enough to pass the spellcheck after merging other suggestions

eq
et
evaluateInput
Expand Down Expand Up @@ -358,6 +365,7 @@ resnet
restride
rewinded
rollout
rollouts
romanized
runnable
runtime
Expand All @@ -384,6 +392,7 @@ subreddit
subregion
subregion's
summarization
swappable
tanh
th
thresholding
Expand Down
8 changes: 8 additions & 0 deletions index.rst
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Expand Up @@ -295,6 +295,14 @@ What's new in PyTorch tutorials?
:link: intermediate/mario_rl_tutorial.html
:tags: Reinforcement-Learning

.. customcarditem::
:header: Code a DDPG Loss
:card_description: Use TorchRL to code a DDPG Loss
:image: _static/img/half_cheetah.gif
:link: intermediate/coding_ddpg.html
:tags: Reinforcement-Learning



.. Deploying PyTorch Models in Production

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