10 results found Sort:

MorvanZhou
Reinforcement-learning-with-tensorflow MorvanZhou
5.0k
8.9k
mit
289
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c dqn ppo ddpg sarsa tutorial double-dqn q-learning dueling-dqn actor-critic sarsa-lambda deep-q-network policy-gradient machine-learning prioritized-replay tensorflow-tutorials reinforcement-learning proximal-policy-optimization deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2017-05-06
114 commits to master branch, last one 2 years ago
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
325
839
unknown
43
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
ppo drqn trpo sarsa double-dqn openai-gym q-learning dueling-dqn monte-carlo deep-q-network policy-gradient policy-gradients reinforcement-learning deep-learning-algorithms deep-recurrent-q-network markov-decision-processes deep-reinforcement-learning hindsight-experience-replay deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2018-06-11
44 commits to master branch, last one 4 years ago
cpnota
autonomous-learning-library cpnota
72
646
mit
23
A PyTorch library for building deep reinforcement learning agents.
a2c dqn ppo sac ddpg dqn-pytorch deep-q-learning soft-actor-critic advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-algorithms deep-deterministic-policy-gradient
Created 2018-11-07
300 commits to develop branch, last one 7 months ago
ikostrikov
jaxrl ikostrikov
69
623
mit
12
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
gym jax sac flax deep-learning soft-actor-critic behavioral-cloning continuous-control reinforcement-learning deep-reinforcement-learning batch-reinforcement-learning offline-reinforcement-learning deep-deterministic-policy-gradient
Created 2021-01-16
133 commits to main branch, last one 2 years ago
fangvv
UAV-DDPG fangvv
74
434
unknown
5
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
dqn uav ddpg drones tensorflow deep-learning deep-q-network mobile-edge-computing actor-critic-algorithm computation-offloading reinforcement-learning unmanned-aerial-vehicle reinforcement-learning-algorithms deep-deterministic-policy-gradient
Created 2021-05-02
10 commits to main branch, last one 10 months ago
zuoxingdong
lagom zuoxingdong
30
373
mit
16
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
cem ppo sac td3 ddpg cmaes mujoco python pytorch research deep-learning policy-gradient machine-learning soft-actor-critic evolution-strategies reinforcement-learning artificial-intelligence deep-reinforcement-learning proximal-policy-optimization deep-deterministic-policy-gradient
Created 2017-12-21
703 commits to master branch, last one 4 years ago
ikostrikov
pytorch-ddpg-naf ikostrikov
70
306
mit
9
Implementation of algorithms for continuous control (DDPG and NAF).
ddpg pytorch deep-learning reinforcement-learning deep-deterministic-policy-gradient
Created 2017-01-28
35 commits to master branch, last one 3 years ago
m5823779
motion-planner-reinforcement-learning m5823779
47
211
unknown
6
End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
ddpg gazebo navigation tensorflow turtlebot3 ros-kinetic deep-learning motion-planner neural-network continuous-control deep-reinforcement-learning deep-deterministic-policy-gradient
Created 2019-07-20
17 commits to master branch, last one about a year ago
hanlinniu
turtlebot3_ddpg_collision_avoidance hanlinniu
31
106
unknown
4
Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay
ros ddpg keras-tensorflow collision-avoidance mobile-robot-navigation deep-reinforcement-learning prioritized-experience-replay deep-deterministic-policy-gradient
Created 2020-10-08
43 commits to main branch, last one about a year ago
Cernewein
heating-RL-agent Cernewein
13
63
unknown
1
A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.
deep-q-network demand-response reinforcement-learning deep-reinforcement-learning deep-deterministic-policy-gradient
Created 2020-02-07
110 commits to master branch, last one 2 years ago