From c4adcdb6ac051949637cadb495cb4b5ba25548b2 Mon Sep 17 00:00:00 2001 From: Shangtong Zhang Date: Thu, 22 Mar 2018 08:33:52 -0600 Subject: [PATCH] Update README --- README.md | 10 ++++++++-- images/QRDQN.png | Bin 0 -> 226124 bytes 2 files changed, 8 insertions(+), 2 deletions(-) create mode 100644 images/QRDQN.png diff --git a/README.md b/README.md index 41e3c30..7d523cb 100644 --- a/README.md +++ b/README.md @@ -15,7 +15,8 @@ Implemented algorithms: * Distributed Deep Deterministic Policy Gradient (Distributed DDPG, aka D3PG) * Parallelized Proximal Policy Optimization (P3O, similar to DPPO) * Action Conditional Video Prediction -* Categorical DQN (C51, Distributional DQN) +* Categorical DQN (C51, Distributional DQN with KL Distance) +* Quantile Regression DQN (Distributional DQN with Wasserstein Distance) * N-Step DQN (similar to A2C) # Curves @@ -94,6 +95,10 @@ Prediction is sampled after 110K iterations and I only implemented one-step trai ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/CategoricalDQN.png) A deterministic test episode is triggered every 10 episodes. 2.5M steps and 14 hours in total. +## Quantile Regression DQN +![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/QRDQN.png) +A deterministic test episode is triggered every 10 episodes. 2M steps and 8 hours in total. + ## A2C & N-Step DQN ![Loading...](https://raw.githubusercontent.com/ShangtongZhang/DeepRL/master/images/A2C-NStepQ.png) Online training progression of a single run. Entropy regularization is used for A2C, resulting in the variance in the curve. @@ -127,4 +132,5 @@ Online training progression of a single run. Entropy regularization is used for * [Proximal Policy Optimization Algorithms](https://arxiv.org/abs/1707.06347) * [Emergence of Locomotion Behaviours in Rich Environments](https://arxiv.org/abs/1707.02286) * [Action-Conditional Video Prediction using Deep Networks in Atari Games](https://arxiv.org/abs/1507.08750) -* [A Distributional Perspective on Reinforcement Learning](https://arxiv.org/abs/1707.06887) \ No newline at end of file +* [A Distributional Perspective on Reinforcement Learning](https://arxiv.org/abs/1707.06887) +* [Distributional Reinforcement Learning with Quantile Regression](https://arxiv.org/abs/1710.10044) \ No newline at end of file diff --git a/images/QRDQN.png b/images/QRDQN.png new file mode 100644 index 0000000000000000000000000000000000000000..27e05eeb098c630b55f26123ee6a64e1c92e6a5c GIT binary patch literal 226124 zcmeFXRZyGZ*Dnebifhp#fnue2i#x?ip-@VTyVKwnG`LHUwzw2+i@OsvKyfHea4ixf zSO~D`H)rOYi@j%m-^IE6Ut}i9yl>t-Ydz~(>nG9gHB^WRo)TbSU=XXmQT%{`fg6T_ 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