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tigerneil authored Sep 26, 2018
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* [Principles of Deep RL by David Silver](p10.md)
* [general introduction to deep rl (in Chinese)](https://www.jianshu.com/p/dfd987aa765a)

## General Benchmark Testing Frameworks
* [S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning](SRL.md) 25 Sept 2018

## Value based methods

* [TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning](https://arxiv.org/pdf/1710.11417) 8 Mar 2018
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* [Time Limits in Reinforcement Learning](PEB.md)
## Applications
* [DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills](dmimic.md) 9 Apr 2018

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