Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Adds List of Batch Agents to the README #543

Merged
merged 3 commits into from
Aug 29, 2019
Merged

Adds List of Batch Agents to the README #543

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
2bb8a85
adds a column for batch training in the readme
prabhatnagarajan Aug 28, 2019
1b5f99e
Update README.md
prabhatnagarajan Aug 28, 2019
cb2774d
Update README.md
prabhatnagarajan Aug 29, 2019
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
30 changes: 15 additions & 15 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -36,21 +36,21 @@ For more information, you can refer to [ChainerRL's documentation](http://chaine

## Algorithms

| Algorithm | Discrete Action | Continous Action | Recurrent Model | CPU Async Training |
|:----------|:---------------:|:----------------:|:---------------:|:------------------:|
| DQN (including DoubleDQN etc.) | ✓ | ✓ (NAF) | ✓ | x |
| Categorical DQN | ✓ | x | ✓ | x |
| Rainbow | ✓ | x | ✓ | x |
| IQN | ✓ | x | ✓ | x |
| DDPG | x | ✓ | ✓ | x |
| A3C | ✓ | ✓ | ✓ | ✓ |
| ACER | ✓ | ✓ | ✓ | ✓ |
| NSQ (N-step Q-learning) | ✓ | ✓ (NAF) | ✓ | ✓ |
| PCL (Path Consistency Learning) | ✓ | ✓ | ✓ | ✓ |
| PPO | ✓ | ✓ | ✓ | x |
| TRPO | ✓ | ✓ | ✓ | x |
| TD3 | x | ✓ | x | x |
| SAC | x | ✓ | x | x |
| Algorithm | Discrete Action | Continous Action | Recurrent Model | Batch Training | CPU Async Training |
|:----------|:---------------:|:----------------:|:---------------:|:--------------:|:------------------:|
| DQN (including DoubleDQN etc.) | ✓ | ✓ (NAF) | ✓ | ✓ | x |
| Categorical DQN | ✓ | x | ✓ | ✓ | x |
| Rainbow | ✓ | x | ✓ | ✓ | x |
| IQN | ✓ | x | ✓ | ✓ | x |
| DDPG | x | ✓ | ✓ | ✓ | x |
| A3C | ✓ | ✓ | ✓ | ✓ (A2C) | ✓ |
| ACER | ✓ | ✓ | ✓ | x | ✓ |
| NSQ (N-step Q-learning) | ✓ | ✓ (NAF) | ✓ | x | ✓ |
| PCL (Path Consistency Learning) | ✓ | ✓ | ✓ | x | ✓ |
| PPO | ✓ | ✓ | ✓ | ✓ | x |
| TRPO | ✓ | ✓ | ✓ | ✓ | x |
| TD3 | x | ✓ | x | ✓ | x |
| SAC | x | ✓ | x | ✓ | x |

Following algorithms have been implemented in ChainerRL:
- [A2C (Synchronous variant of A3C)](https://openai.com/blog/baselines-acktr-a2c/)
Expand Down