pre-release 0.10.0

benchmarks/dfp/README.md

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+# DFP
+
+Each experiment uses 3 seeds.
+The parameters used for DFP are the same parameters as described in the [original paper](https://arxiv.org/abs/1611.01779).
+
+### Doom Basic DFP - 8 workers
+
+```bash
+python3 coach.py -p Doom_Basic_DFP -n 8
+```
+
+<img src="doom_basic_dfp_8_workers.png" alt="Doom Basic DFP 8 workers" width="800"/>
+
+
+### Doom Health (D1: Basic) DFP - 8 workers
+
+```bash
+python3 coach.py -p Doom_Health_DFP -n 8
+```
+
+<img src="doom_health_dfp_8_workers.png" alt="Doom Health DFP 8 workers" width="800"/>
+
+
+
+### Doom Health Supreme (D2: Navigation) DFP - 8 workers
+
+```bash
+python3 coach.py -p Doom_Health_Supreme_DFP -n 8
+```
+
+<img src="doom_health_supreme_dfp_8_workers.png" alt="Doom Health Supreme DFP 8 workers" width="800"/>