Updated README.md

gbartyzel · Jan 10, 2021 · 59b8b1e · 59b8b1e
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-# yadrl
-Yet another deep reinforcement learning
+# Yet Another Deep Reinforcement Learning (YADRL)
+
+YADRL is set of implementations of reinforcement learning algorithms. It is
+written fully in PyTorch.
+
+## Implemented algorithms
+
+![Algos](misc/implemented_algos.png)
+
+## TODO
+
+Algorithm implementation:
+
+- [ ] PPO
+- [ ] TRPO
+- [ ] VPG
+- [ ] PER
+- [ ] APE-X
+- [ ] MPO
+- [ ] HER
+- [ ] IQN and M-IQN
+- [ ] FQF
+
+Software improvements:
+
+- [ ] Documentation
+- [ ] Distributed training
+- [ ] On-policy base agent
diff --git a/experiments/lunar_lander_dpg.yaml b/experiments/lunar_lander_dpg.yaml
diff --git a/misc/.gitkeep b/misc/.gitkeep