结果在其论文中放出的结果中,它的性能甚至比A3C还差,只是比TRPO、DDPG略好(但是它故意没有和比它好的算法在同一个任务下比较:论文结果很诚实,但是用事实说谎)。 Soft Q-learning(Deep Energy Based Policy)是SAC的前身,最大熵算法的萌芽,她的作者后来写出了SAC(都叫soft ***),你可以跳过Soft QL,直接看SAC...
TRPO Off-Policy Methods: Soft Actor Critic: SAC(TwinSAC) Deep Deterministic Policy Gradient :DDPG TD3 DQN: Basic Double DQN Bootstrapped DQN QRDQN algorithmreinforcement-learningpytorchdqngymddpgsactrpomujocoppotd3rl-algorithmspolicy-agent Activity ...
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ... - iffiX/machin
当当典轩图书专营店在线销售正版《深度强化学习 猫书深度学习零基础入门 DQN、A3C、TRPO、DDPG、AlphaGo 教程书籍 DRL方法论文清单 神经网络机器人工智能编程开发》。最新《深度强化学习 猫书深度学习零基础入门 DQN、A3C、TRPO、DDPG、AlphaGo 教程书籍 DRL方法论文清单 神
TRPO 网站参考:;强化学习进阶 第七讲 TRPO - 知乎 (zhihu.com); 主流强化学习算法论文综述:DQN、DDPG、TRPO、A3C、PPO、SAC、TD3_ppo sac_会编程的猫头鹰的博客-CSDN博客 PPO A3C DDPG 原文中的证明:Deterministic Policy Gradient Algorithms: Supplementary Material (mlr.press); ...
DDPG PPO A2C A3C SAC TD3 Papers Related to the Deep Reinforcement Learning TO DO Best RL courses This repository update so quickly, please make sure that your fork is up to date. This repository will implement the classic and state-of-the-art deep reinforcement learning algorithms. The aim...
RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ... - jianzhnie/RLToolkit
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ... - sweetice/Deep-reinforcement-learning-with-pytorch
machine-learningreinforcement-learningqlearningdeep-learningdeep-reinforcement-learningartificial-intelligencedqndeepmindevolution-strategiesppoa2cpolicy-gradients UpdatedJun 30, 2020 Jupyter Notebook PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ... algorithm...
2. DDPG 3. A2C 4. TRPO Atari Env (BreakoutNoFrameskip-v4)Box2d Env (BipedalWalker-v2)Mujoco Env (Hopper-v2) About algorithmdeep-learningatari2600flappy-birddeep-reinforcement-learningpytorchdqnddpgsacactor-critictrpodueling-dqntrust-region-policy-optimizationproximal-policy-optimizationppoa2csoft-actor...