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May 22, 2020 - Python
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ddpg
Here are 204 public repositories matching this topic...
Simple Reinforcement learning tutorials
machine-learning
tutorial
reinforcement-learning
q-learning
dqn
policy-gradient
sarsa
tensorflow-tutorials
a3c
deep-q-network
ddpg
actor-critic
asynchronous-advantage-actor-critic
double-dqn
prioritized-replay
sarsa-lambda
dueling-dqn
deep-deterministic-policy-gradient
proximal-policy-optimization
ppo
Modularized Implementation of Deep RL Algorithms in PyTorch
deep-reinforcement-learning
pytorch
dqn
ddpg
double-dqn
dueling-network-architecture
quantile-regression
option-critic-architecture
deeprl
categorical-dqn
ppo
a2c
option-critic
td3
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Mar 23, 2020 - Python
Privilger
commented
Apr 20, 2020
- I have marked all applicable categories:
- exception-raising bug
- RL algorithm bug
- documentation request (i.e. "X is missing from the documentation.")
- new feature request
- I have visited the [source website], and in particular read the [known issues]
- I have searched through the [issue tracker] for duplicates
- I have mentioned versio
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
machine-learning
reinforcement-learning
deep-learning
simple
deep-reinforcement-learning
pytorch
dqn
a3c
reinforce
ddpg
acer
ppo
a2c
policy-gradients
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Jan 28, 2020 - Python
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
python
machine-learning
research
reinforcement-learning
deep-learning
deep-reinforcement-learning
pytorch
artificial-intelligence
policy-gradient
ddpg
sac
cem
cmaes
evolution-strategies
mujoco
deep-deterministic-policy-gradient
proximal-policy-optimization
ppo
td3
soft-actor-critic
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Feb 26, 2020 - Jupyter Notebook
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
reinforcement-learning
deep-learning
robotics
deep-reinforcement-learning
openai-gym
pytorch
generative-adversarial-network
gan
openai
dqn
gym
policy-gradient
vae
ddpg
vae-gan
variational-autoencoder
mujoco
mujoco-py
experience-replay
rl-algorithms
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Jul 14, 2019 - Python
cisprague
commented
May 3, 2020
Hi, I am trying to use the PPO algorithm; however, it's not clear how to construct the stochastic policy. Should I use the Gaussian policy network?
Cool library by the way; I like the modularity!
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
algorithm
deep-learning
atari2600
flappy-bird
deep-reinforcement-learning
pytorch
dqn
ddpg
sac
actor-critic
trpo
dueling-dqn
trust-region-policy-optimization
proximal-policy-optimization
ppo
a2c
soft-actor-critic
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Nov 15, 2019 - Python
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
experiment
algorithm
reinforcement-learning
tensorflow
keras
deep-reinforcement-learning
openai
policy-gradient
experimentation
codacy-badge
ddpg
actor-critic
rigor
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Feb 9, 2018 - Python
Python library for Reinforcement Learning experiments.
reinforcement-learning
qlearning
deep-learning
deep-reinforcement-learning
openai-gym
pytorch
dqn
rl
atari
ddpg
trpo
mujoco
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May 22, 2020 - Python
Implementation of algorithms for continuous control (DDPG and NAF).
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Jan 22, 2020 - Python
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
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Aug 13, 2018 - Python
Build environment and train a robot arm from scratch (Reinforcement Learning)
python
machine-learning
tutorial
reinforcement-learning
tensorflow
robot-arm
ddpg
reinforcement-learning-excercises
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Jan 21, 2019 - Python
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
deep-reinforcement-learning
pytorch
multi-agent
deep-q-network
ddpg
actor-critic
deep-deterministic-policy-gradient
proximal-policy-optimization
ppo
advantage-actor-critic
a2c
acktr
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Nov 11, 2017 - Python
machine-learning
reinforcement-learning
deep-learning
algorithms
tensorflow
deep-reinforcement-learning
dqn
a3c
reinforce
ddpg
sac
double-dqn
trpo
dueling-dqn
ppo
a2c
rainbow-dqn
tensorflow2
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May 4, 2020 - Python
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
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Mar 1, 2018 - Python
reinforcement-learning
deep-reinforcement-learning
dqn
deep-learning-algorithms
reinforcement-learning-algorithms
papers
ddpg
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Apr 1, 2018 - Python
Open
Documentation
Mateus224
commented
Jun 12, 2019
Hi,
Do you can add some documentation to your code? Or a HowTo? I was running your code but dont see that you save the learned model right? Because i would like to test it.
Reinforcement Learning for WeChat Jump
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May 7, 2019 - Python
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
reinforcement-learning
tensorflow
pytorch
ddpg
nips
actor-critic
physics-based
trpo
nips-2017
ppo
ddpg-agent
pytorch-solution
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Oct 15, 2019 - Python
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
reinforcement-learning
exploration
ddpg
her
pytorch-implmention
off-policy
hindsight-experience-replay
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Jul 26, 2019 - Python
Ape-X DQN & DDPG with pytorch & tensorboard
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Jun 18, 2019 - Python
Reinforcing Your Learning of Reinforcement Learning
reinforcement-learning
tic-tac-toe
space-invaders
q-learning
doom
dqn
mcts
policy-gradient
cartpole
gomoku
ddpg
atari-2600
alphago
frozenlake
ppo
advantage-actor-critic
alphago-zero
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Jul 14, 2019 - Python
Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment
reinforcement-learning
deep-reinforcement-learning
openai-gym
pytorch
ddpg
openai-gym-environments
pytorch-implmention
lunar-lander
td3
bipedalwalker
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Jun 7, 2019 - Python
TD3, SAC, IQN, Rainbow, PPO, Ape-X, NoisyNets, PER, etc
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Dec 20, 2019 - Python
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
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Jul 23, 2019 - Jupyter Notebook
Repository for slides & codes of RL Korea Bootcamp
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Oct 28, 2019 - C#
Solving OpenAI Gym problems.
machine-learning
reinforcement-learning
deep-learning
tensorflow
keras
openai-gym
dqn
mountain-car
ddpg
openai-gym-environments
cartpole-v0
lunar-lander
mountaincar-v0
bipedalwalker
pendulum-v0
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Apr 30, 2020 - Python
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The OpenAI Gym installation instructions are missing reference to the "Build Tools for Visual Studio 2019" from the following site.
https://visualstudio.microsoft.com/downloads/
I also found this by reading the following article.
https://towardsdatascience.com/how-to-install-openai-gym-in-a-windows-environment-338969e24d30
Even though this is an issue in the OpenAI gym, a note in this RE