# RDSFOLS and DGPI-WCPI

Code for the paper "Tackling Underestimation Bias in Successor Features by Distributional Reinforcement Learning".


## Install

To install run:
```bash
pip install -e .
```

## Run Experiments

### Reacher
```bash
python experiments/run_reacher.py -algo RDSFOLS
```
usage: run_reacher.py [-h] [-algo {RDSFOLS,DGPI-WCPI,SFOLS,WCPI}]

### DiscreteHopper
```bash
python experiments/run_discretehopper.py -algo DSFDQN
```
usage: run_discretehopper.py [-h] [-algo {RDSFOLS,DGPI-WCPI,SFOLS,WCPI}]

### DiscreteSwimmer
```bash
python experiments/run_discreteswimmer.py -algo DSFDQN    
```
usage: run_discreteswimmer.py [-h] [-algo {RDSFOLS,DGPI-WCPI,SFOLS,WCPI}]

