Commit dd3bd1ec authored by MasterScrat's avatar MasterScrat

Formatting

parent 6813dbd1
# NeurIPS 2020 Flatland Challenge baselines
The basic structure of this repository is adopted from [https://github.com/spMohanty/rl-experiments/](https://github.com/spMohanty/rl-experiments/)
📈 [**Results**](https://app.wandb.ai/masterscrat/flatland/reports/Flatland-Baselines--Vmlldzo4OTc5NA)
## Installation
Setup
---
Tested with Python 3.6 and 3.7
......@@ -10,7 +11,7 @@ Tested with Python 3.6 and 3.7
conda create --name ray-env python=3.7 --yes
```
You may need to install/update bazel: https://docs.bazel.build/versions/master/install-ubuntu.html
You may need to install/update bazel: [Ubuntu guide](https://docs.bazel.build/versions/master/install-ubuntu.html)
```
pip install ray[rllib]
......@@ -19,23 +20,28 @@ pip install -r requirements.txt
```
## Usage
```
Training example:
python ./train.py -f experiments/flatland_random_sparse_small/global_obs_conv_net/ppo.yaml
`python ./train.py -f experiments/flatland_random_sparse_small/global_obs_conv_net/ppo.yaml`
Test example:
python ./rollout.py /tmp/ray/checkpoint_dir/checkpoint-0 --run PPO --no-render
--config '{"env_config": {"test": true}}' --episodes 1000 --out rollouts.pkl
`python ./rollout.py /tmp/ray/checkpoint_dir/checkpoint-0 --run PPO --no-render
--config '{"env_config": {"test": true}}' --episodes 1000 --out rollouts.pkl`
Note that -f overrides all other trial-specific command-line options.
```
## Experiment structure
Experiments consist of one or many rllib YAML config files
alongside a MARKDOWN file containing results, plots
and a detailed description of the methodology.
Experiments consist of one or many RLlib YAML config files alongside a MARKDOWN file containing results, plots and a detailed description of the methodology.
All files are stored in a experiment folder under `experiments/<env-name>/<experiment-name>`.
An example can be found under `experiments/flatland_random_sparse_small/global_obs_conv_net/README.md`.
- [Tree observations w/ fully connected network](master/experiments/flatland_random_sparse_small/tree_obs_fc_net)
- [Global observations w/ convnet](Global observation convnet experiments)
Notes
---
- The basic structure of this repository is adopted from [https://github.com/spMohanty/rl-experiments/](https://github.com/spMohanty/rl-experiments/)
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