RLBaselines is built upon OpenAI Baselines and uses improved documentation and code quality from Stable Baselines. Follow OpenAI's installation guide to get started.
- Added tensorboard-aggregator to aggregate multiple tensorboard runs.
- Added
csv_aggregator.pyfor easier and more intuitive plotting of mean and standard deviation.
The shaded blue is the standard deviation from the mean, while the orange shade is the error in estimate of the mean.
- Added
csv_plot.pyto improve ease of use in utilising baseline plotting functions.
- Plot results using seaborn
- Compare results in a more professional manner
- Implement Prioritized Sequence Experience Replay
- Implement Energy Based Prioritization
- Compare the above