pre-release 0.10.0

benchmarks/dqn/README.md

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+# DQN
+
+Each experiment uses 3 seeds.
+The parameters used for DQN are the same parameters as described in the [original paper](https://arxiv.org/abs/1607.05077.pdf).
+
+### Breakout DQN - single worker
+
+```bash
+python3 coach.py -p Atari_DQN -lvl breakout
+```
+
+<img src="breakout_dqn.png" alt="Breakout DQN" width="800"/>
+
+