pre-release 0.10.0

benchmarks/dueling_ddqn/README.md

@@ -0,0 +1,14 @@
+# Dueling DDQN
+
+Each experiment uses 3 seeds and is trained for 10k environment steps.
+The parameters used for Dueling DDQN are the same parameters as described in the [original paper](https://arxiv.org/abs/1706.01502).
+
+### Breakout Dueling DDQN - single worker
+
+```bash
+python3 coach.py -p Atari_Dueling_DDQN -lvl breakout
+```
+
+<img src="breakout_dueling_ddqn.png" alt="Breakout Dueling DDQN" width="800"/>
+
+