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chore: fix some typos #194

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Apr 29, 2024
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2 changes: 1 addition & 1 deletion README.md
Original file line number Diff line number Diff line change
Expand Up @@ -40,7 +40,7 @@ For more information, you can refer to [PFRL's documentation](http://pfrl.readth

## Algorithms

| Algorithm | Discrete Action | Continous Action | Recurrent Model | Batch Training | CPU Async Training | Pretrained models<sup>*</sup> |
| Algorithm | Discrete Action | Continuous Action | Recurrent Model | Batch Training | CPU Async Training | Pretrained models<sup>*</sup> |
|:----------|:---------------:|:----------------:|:---------------:|:--------------:|:------------------:|:------------------:|
| DQN (including DoubleDQN etc.) | ✓ | ✓ (NAF) | ✓ | ✓ | x | ✓ |
| Categorical DQN | ✓ | x | ✓ | ✓ | x | x |
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2 changes: 1 addition & 1 deletion pfrl/agents/trpo.py
Original file line number Diff line number Diff line change
Expand Up @@ -687,7 +687,7 @@ def evaluate_current_policy():
step_size *= 0.5
else:
self.logger.info(
"Line search coundn't find a good step size. The policy was not"
"Line search couldn't find a good step size. The policy was not"
" updated."
)
self.policy_step_size_record.append(0.0)
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4 changes: 2 additions & 2 deletions pfrl/experiments/prepare_output_dir.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@ def generate_exp_id(prefix=None, argv=sys.argv) -> str:
checksum, git diff from HEAD and command line arguments.

Returns:
A generated experiment id in string (str) which if avialable
A generated experiment id in string (str) which if available
for directory name

"""
Expand Down Expand Up @@ -76,7 +76,7 @@ def prepare_output_dir(
"""Prepare a directory for outputting training results.

An output directory, which ends with the current datetime string,
is created. Then the following infomation is saved into the directory:
is created. Then the following information is saved into the directory:

args.txt: argument values and arbitrary parameters
command.txt: command itself
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