Alternatives and similar repositories for DDPG-tf2

Users that are interested in DDPG-tf2 are comparing it to the libraries listed below

• m5823779 / motion-planner-reinforcement-learning
  End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
  ☆236Updated 3 years ago
• navuboy / rl_ardrone
  Autonomous Navigation of UAV using Reinforcement Learning algorithms.
  ☆232Updated 5 years ago
• chch9907 / turtlebot3-DDPG-LSTM-PER
  multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS
  ☆77Updated 3 years ago
• PX4-Gazebo-Simulation / drl_uav
  Deep reinforcement learning for UAV in Gazebo simulation environment
  ☆138Updated 7 years ago
• semitable / robotic-warehouse
  Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
  ☆398Updated last year
• ZYunfeii / DRL_algorithm_library
  This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
  ☆105Updated 3 years ago
• LxzGordon / Deep-Reinforcement-Learning-with-pytorch
  Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…
  ☆96Updated 4 years ago
• LinghengMeng / LSTM-TD3
  The implementation of LSTM-TD3.
  ☆85Updated 2 years ago
• marmotlab / PRIMAL2
  Training code PRIMAL2 - Public Repo
  ☆185Updated last year
• Acmece / rl-collision-avoidance
  Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"
  ☆432Updated 4 years ago
• RickyMexx / SAC-tf2
  Implementation of Soft Actor-Critic (SAC) algorithm using TensorFlow 2.1.0
  ☆12Updated 5 years ago
• gsartoretti / PRIMAL
  PRIMAL: Pathfinding via Reinforcement and Imitation Multi-Agent Learning -- Distributed RL/IL code for Multi-Agent Path Finding (MAPF)
  ☆410Updated last year
• AccGen99 / marl_ipp
  Repository for the paper titled 'Scalable Multi-Robot Informative Path Planning for Target Mapping via Deep Reinforcement Learning'
  ☆11Updated 5 months ago
• efc-robot / MultiVehicleEnv
  ☆57Updated 3 years ago
• JohannesAck / MATD3implementation
  Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…
  ☆91Updated 5 years ago
• Tushar-ml / G2RL-Path-Planning
  Code for G2RL to solve the multi-robot path planning problem in a fully distributed reactive manner.
  ☆70Updated 2 years ago
• tobiasfshr / deep-reinforcement-learning-drone-control
  A drone control system based on deep reinforcement learning with Tensorflow and ROS
  ☆125Updated 7 years ago
• proroklab / magat_pathplanning
  ☆115Updated last year
• Jonathan-Pearce / DDPG_PER
  Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)
  ☆54Updated 9 months ago
• Remtasya / Distributional-Multi-Agent-Actor-Critic-Reinforcement-Learning-MADDPG-Tennis-Environment
  The state-of-the-art in multi-agent Reinforcement Learning is the MADDPG algorithm which utilises DDPG actor-critic neural networks where…
  ☆29Updated 6 years ago
• keep9oing / DRQN-Pytorch-CartPole-v1
  Deep recurrent Q learning on CartPole-v1 environment
  ☆96Updated last year
• batuhan3526 / AirSim-PyTorch-Drone-DDQN-Agent
  This code is the result of the collaboration of RL Turkey team.
  ☆36Updated last year
• eczy / rl-drone-coverage
  This is an implementation of the paper Cooperative and Distributed Reinforcement Learning of Drones for Field Coverage by Huy Xuan Pham, …
  ☆20Updated 5 years ago
• XinJingHao / TD3-BipedalWalkerHardcore-v2
  Solve BipedalWalkerHardcore-v2 with TD3
  ☆94Updated 2 years ago
• bilalkabas / PPO-based-Autonomous-Navigation-for-Quadcopters
  Deep Reinforcement Learning based autonomous navigation for quadcopters using PPO algorithm.
  ☆93Updated last year
• ZeinBarhoum / RL-quadrotor
  Reinforcement Learning for quadrotor trajectory planning and control
  ☆65Updated 2 years ago
• Git-123-Hub / maddpg-pettingzoo-pytorch
  implementation of MADDPG using PettingZoo and PyTorch
  ☆160Updated 2 years ago
• LyapunovJingci / Warehouse_Robot_Path_Planning
  A multi agent path planning solution under a warehouse scenario using Q learning and transfer learning.🤖️
  ☆150Updated 5 years ago
• HusseinLezzaik / Deep-Learning-for-Multi-Robotics
  Deep learning model powered by Graph Neural Networks and Reinforcement Learning for multi-robot path planning at @Inria
  ☆64Updated last year
• fangxiaoshen / ROS_pytorch_RL
  在turtlebot3，pytorch上使用DQN,DDPG,PPO,SAC算法，在gazebo上实现仿真。Use DQN, DDPG, PPO, SAC algorithm on turtlebot3, pytorch on turtlebot3, pytorch, an…
  ☆126Updated 2 years ago