Top 9 Python Ddpg Projects

tianshou

8 7,356 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 3,420 7.4 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)
autonomous-learning-library

2 638 7.6 Python

A PyTorch library for building deep reinforcement learning agents.
DeepRL-TensorFlow2

2 573 0.0 Python

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

2 381 1.8 Python

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

1 24 0.0 Python

PyTorch agents and tools for (Deep) Reinforcement Learning
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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 🚀

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-07-05.