reinforcement-learning-algorithms

#计算机科学#PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

reinforcement-learning reinforcement-learning-algorithms 机器学习 gym openai baselines toolbox stable-baselines Python PyTorch Robotics sde gsde sb3

Python 10.88 k

5 天前

udacity / deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks PyTorch pytorch-rl ddpg dqn ppo dynamic-programming hill-climbing ml-agents openai-gym

Jupyter Notebook 5.06 k

2 年前

opendilab / DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

reinforcement-learning multiagent-reinforcement-learning self-play imitation-learning inverse-reinforcement-learning exploration-exploitation distributed-system Python impala smac atari mujoco r2d2 reinforcement-learning-algorithms pytorch-rl model-based-reinforcement-learning

Python 3.45 k

9 天前

nikhilbarhate99 / PPO-PyTorch

#计算机科学#Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

pytorch-implmention PyTorch pytorch-tutorial proximal-policy-optimization reinforcement-learning-algorithms deep-reinforcement-learning ppo policy-gradient 深度学习 reinforcement-learning

Python 2.07 k

1 年前

opendilab / awesome-model-based-RL

#Awesome#A curated list of awesome model based RL resources (continually updated)

reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning Awesome Lists

1.13 k

1 个月前

nicrusso7 / rex-gym

#计算机科学#OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

openai-gym openai-gym-environments Robotics Tensorflow Python pybullet reinforcement-learning reinforcement-learning-algorithms 人工智能 gym-environment robot quadruped openai inverse-kinematics quadruped-robot-gaits legged-robots 机器学习

Python 1.05 k

2 年前

ericyangyu / PPO-for-Beginners

#计算机科学#A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

ppo reinforcement-learning reinforcement-learning-algorithms 机器学习 PyTorch

Python 1 k

8 个月前

luchris429 / purejaxrl

Really Fast End-to-End Jax RL Implementations

deep-reinforcement-learning jax reinforcement-learning reinforcement-learning-algorithms ppo

Python 887

9 个月前

opendilab / awesome-decision-transformer

#Awesome#A curated list of Decision Transformer resources (continually updated)

Awesome Lists imitation-learning reinforcement-learning reinforcement-learning-algorithms

794

4 个月前

NeuromatchAcademy / course-content-dl

#计算机科学#NMA deep learning course

深度学习 reinforcement-learning-algorithms continual-learning convolutional-neural-networks recurrent-neural-networks transformers

Jupyter Notebook 784

6 天前

JuliaPOMDP / POMDPs.jl

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

pomdps markov-decision-processes Julia 语言人工智能 control-systems reinforcement-learning reinforcement-learning-algorithms mdps Python

Julia 713

7 天前