acktr

There are 0 repository under acktr topic.

ikostrikov / pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
pytorch reinforcement-learning deep-learning deep-reinforcement-learning actor-critic advantage-actor-critic a2c ppo proximal-policy-optimization acktr second-order hessian natural-gradients atari mujoco roboschool continuous-control kfac kronecker-factored-approximation ale
Language:Python 3828
ChenglongChen / pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
pytorch deep-reinforcement-learning multi-agent deep-q-network actor-critic advantage-actor-critic a2c proximal-policy-optimization ppo deep-deterministic-policy-gradient ddpg acktr rl drl madrl dqn reinforcement-learning
Language:Python 598
AcutronicRobotics / ros2learn
ROS 2 enabled Machine Learning algorithms
acktr deep-learning dqn machine-learning ml ppo reinforcement-learning rl robotics ros ros2 trpo
Language:Python 206
kngwyu / Rainy
:umbrella: Deep RL agents with PyTorch:umbrella:
pytorch reinforcement-learning deep-reinforcement-learning dqn a2c acktr ppo td3 ddpg sac option-critic
Language:Python 35
RealVNF / distributed-drl-coordination
Distributed Online Service Coordination Using Deep Reinforcement Learning
python reinforcement-learning distributed-systems service service-management orchestration scaling placement scheduling routing networking acktr actor-critic stable-baselines tensorflow online-algorithm coordination
Language:Python 19
user432 / DeepRL-in-PyTorch
Minimal Implementation of Deep RL Algorithms in PyTorch
reinforcement-learning pytorch dqn dueling-dqn ddqn sac ppo acktr ddpg td3
Language:Python 18
lucadellalib / actorch
Deep reinforcement learning framework for fast prototyping based on PyTorch
python pytorch deep-learning machine-learning reinforcement-learning actor-critic deep-reinforcement-learning gymnasium ray-tune distributional-rl retrace vtrace a2c acktr ppo td3 trpo ddpg sac
Language:Python 14
spring01 / drlbox
Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.
gym deep-reinforcement-learning tensorflow a3c acer acktr noisynet-dqn dqn
Language:Python 12
TroddenSpade / Exhaustive-Reinforcement-Learning
Exhaustive Implementation of Algorithms, Key Papers, and Well-Known Problems of Reinforcement Leaning
reinforcement-learning deep-learning deep-reinforcement-learning rl machine-learning artificial-intelligence gym tensorflow python pytorch dqn ddqn a2c a3c vpg ppo trpo acktr sac
Language:Jupyter Notebook 12
selim-karaduman / pytorch-drl-algs
Some model free RL algorithms
rl deep-reinforcement-learning ddpg ppo maddpg sac acktr acer td3 her gail rainbow pytorch reinforcement-learning reinforcement-learning-algorithms
Language:Jupyter Notebook 6
jrobine / actor-critic
Implementation of A2C and ACKTR in TensorFlow.
tensorflow a2c acktr reinforcement-learning actor-critic openai-gym
Language:Python 5
AnthonyDickson / learning2write
Teaching a neural network how to write letters and digits with reinforcement learning.
ai machine-learning reinforcement-learning openai-gym-environment acktr ppo ppo2 emnist mnist letters digits learning-to-write stable-baselines emnist-dataset neural-network conda
Language:Python 4
alirezakazemipour / ACKTR-PyTorch
a2c acktr kfac kfac-optimizer
Language:Python 1
araffin / pytorch_agents
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR). Python2 compatible (branch python2)
python2 python3 pytorch rl reinforcement-learning ppo a2c acktr deep-learning
Language:Python 1
grauwolf32 / openai-game
Handmade environments and trained models.
acktr openai game
Language:Python 1
YueErro / ros2learn
ROS 2 enabled Machine Learning algorithms
ros2 machine-learning ml reinforcement-learning rl ppo trpo dqn acktr deep-learning robotics
Language:Python 1