5 results found Sort:

andri27-ts
Reinforcement-Learning andri27-ts
623
4.2k
mit
246
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
a2c dqn ppo deepmind qlearning deep-learning machine-learning policy-gradients evolution-strategies reinforcement-learning artificial-intelligence deep-reinforcement-learning
Created 2018-08-28
146 commits to master branch, last one 4 years ago
seungeunrho
minimalRL seungeunrho
462
2.9k
mit
50
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
a2c a3c dqn ppo sac acer ddpg simple pytorch reinforce deep-learning machine-learning policy-gradients reinforcement-learning deep-reinforcement-learning
Created 2019-04-23
91 commits to master branch, last one about a year ago
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
324
838
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
LxzGordon
Deep-Reinforcement-Learning-with-pytorch LxzGordon
17
92
unknown
3
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
a2c a3c dqn sac td3 ddpg trpo sarsa pytorch algorithm double-dqn dueling-dqn actor-critic policy-gradients reinforcement-learning
Created 2020-09-19
87 commits to master branch, last one 3 years ago
garlicdevs
Fruit-API garlicdevs
22
70
gpl-3.0
9
A Universal Deep Reinforcement Learning Framework
atari games human environment multi-agent actor-critic deep-learning multiplayer-game policy-gradients human-in-the-loop actor-critic-algorithm reinforcement-learning arcade-learning-environment deep-reinforcement-learning multi-objective-optimization reinforcement-learning-algorithms multi-agent-reinforcement-learning
Created 2019-10-21
81 commits to master branch, last one 3 years ago