Top 6 Python td3 Projects

tianshou

8 7,378 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 3,436 7.4 Python

Massively Parallel Deep Reinforcement Learning. 🔥
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DRL-robot-navigation

1 430 2.1 Python

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.
machin

2 381 1.8 Python

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

5 276 4.3 Python

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
actorch

2 12 2.5 Python

Deep reinforcement learning framework for fast prototyping based on 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).