From 0529ab5e0fc893eb9d6c3e9b28a2d8ae5d649244 Mon Sep 17 00:00:00 2001 From: Yiyuan Yang Date: Sun, 20 Nov 2022 20:18:12 +0800 Subject: [PATCH] Update readme.md --- papers/readme.md | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/papers/readme.md b/papers/readme.md index 8b13789..1475d82 100644 --- a/papers/readme.md +++ b/papers/readme.md @@ -1 +1,22 @@ +| 类别 | 论文题目 | 原文链接 | 其他链接（视频解读） | +| -------- | ------------------------------------------------------------ | --------------------------------------------- | -------------------- | +| DQN | Playing Atari with Deep Reinforcement Learning | https://arxiv.org/abs/1312.5602 | | +| | Deep Recurrent Q-Learning for Partially Observable MDPs | https://arxiv.org/abs/1507.06527 | | +| | Dueling Network Architectures for Deep Reinforcement Learning (**Dueling DQN**) | https://arxiv.org/abs/1511.06581 | | +| | Deep Reinforcement Learning with Double Q-learning (**Double DQN**) | https://arxiv.org/abs/1509.06461 | | +| | Prioritized Experience Replay (**PER**) | https://arxiv.org/abs/1511.05952 | | +| | Rainbow: Combining Improvements in Deep Reinforcement Learning (**Rainbow**) | https://arxiv.org/abs/1710.02298 | | +| 策略梯度 | Asynchronous Methods for Deep Reinforcement Learning (**A3C**) | https://arxiv.org/abs/1602.01783 | | +| | Trust Region Policy Optimization (**TRPO**) | https://arxiv.org/abs/1502.05477 | | +| | High-Dimensional Continuous Control Using Generalized Advantage Estimation (**GAE**) | https://arxiv.org/abs/1506.02438 | | +| | Proximal Policy Optimization Algorithms (**PPO**) | https://arxiv.org/abs/1707.06347 | | +| | Emergence of Locomotion Behaviours in Rich Environments (**PPO-Penalty**) | https://arxiv.org/abs/1707.02286 | | +| | Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (**ACKTP**) | https://arxiv.org/abs/1708.05144 | | +| | Sample Efficient Actor-Critic with Experience Replay (**ACER**) | https://arxiv.org/abs/1611.01224 | | +| | Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with (**SAC**) | https://arxiv.org/abs/1801.01290 | | +| | Deterministic Policy Gradient Algorithms (**DPG**) | http://proceedings.mlr.press/v32/silver14.pdf | | +| | Continuous Control With Deep Reinforcement Learning (**DDPG**) | https://arxiv.org/abs/1509.02971 | | +| | Addressing Function Approximation Error in Actor-Critic Methods (**TD3**) | https://arxiv.org/abs/1802.09477 | | +| | A Distributional Perspective on Reinforcement Learning (**C51**) | https://arxiv.org/abs/1707.06887 | | +| | | | |