Top 13 Ddpg Open-Source Projects

• tianshou

  8 7,435 9.5 Python

  An elegant PyTorch deep reinforcement learning library.

  

Project mention: Is it better to not use the Target Update Frequency in Double DQN or depends on the application? | /r/reinforcementlearning | 2023-07-05

The tianshou implementation I found at https://github.com/thu-ml/tianshou/blob/master/tianshou/policy/modelfree/dqn.py is DQN by default.

• ElegantRL

  6 3,459 7.1 Python

  Massively Parallel Deep Reinforcement Learning. 🔥

  

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• minimalRL

  5 2,725 1.6 Python

  Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

• FinRL-Trading

  1 1,888 3.4 Jupyter Notebook

  For trading. Please star.

  

• autonomous-learning-library

  2 639 7.6 Python

  A PyTorch library for building deep reinforcement learning agents.

• Deep-Reinforcement-Learning-Algorithms

  3 580 3.6 Jupyter Notebook

  32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

• DeepRL-TensorFlow2

  2 573 0.0 Python

  🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

• SaaSHub

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• machin

  2 389 1.8 Python

  Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

• turtlebot3_ddpg_collision_avoidance

  1 90 4.0 C++

  Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay

• rl_lib

  2 27 0.0 Jupyter Notebook

  Series of deep reinforcement learning algorithms 🤖

• ai-traineree

  1 24 0.0 Python

  PyTorch agents and tools for (Deep) Reinforcement Learning

• actorch

  2 12 2.5 Python

  Deep reinforcement learning framework for fast prototyping based on PyTorch

• pytorch-ddpg

  1 0 0.0 Python

  Deep deterministic policy gradient (DDPG) in PyTorch 🚀

Ddpg related posts

• Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020: Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) f

  1 project | /r/algoprojects | 31 Jul 2023

• Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020: Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) f

  1 project | /r/algoprojects | 8 Jul 2023

• Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020: Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) f

  1 project | /r/algoprojects | 7 Jul 2023

• Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020: Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) f

  1 project | /r/algoprojects | 6 Jul 2023

• Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020: Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) f

  1 project | /r/algoprojects | 5 Jul 2023

• Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020: Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) f

  1 project | /r/algoprojects | 4 Jul 2023

• Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020: Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) f

  1 project | /r/algoprojects | 3 Jul 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 9 May 2024

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