reinforce

There are 4 repositories under reinforce topic.

sweetice / Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo
Language:Python 4487
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
deep-reinforcement-learning pytorch simple deep-learning a3c ppo a2c reinforce acer dqn ddpg policy-gradients reinforcement-learning machine-learning sac
Language:Python 3091
archsyscall / DeepRL-TensorFlow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
tensorflow machine-learning reinforcement-learning a2c a3c reinforce dqn trpo ppo sac ddpg deep-learning deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn rainbow-dqn
Language:Python 609
chingyaoc / pytorch-REINFORCE
PyTorch Implementation of REINFORCE for both discrete & continuous control
reinforcement-learning reinforce continuous-control mujoco pytorch gym
Language:Python 267
Rintarooo / VRP_DRL_MHA
"Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver
multi-head-attention vrp deep-reinforcement-learning pytorch tensorflow capacitated-vehicle-routing-problem policy-gradient reinforce
Language:Python 198
deepanshut041 / Reinforcement-Learning
Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
deep-reinforcement-learning policy-gradients monte-carlo actor-critic sarsa a2c ppo dqn pytorch reinforcement-learning ddqn reinforce ddpg t3d sac atari2600 vizdoom sonic-the-hedgehog
Language:Jupyter Notebook 142
AgentMaker / Paddle-RLBooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
policy-iteration value-iteration sarsa q-learning dqn nstep-dqn double-dqn dueling-dqn noisy-dqn c51 reinforce policy-gradient policy-gradient-with-baseline actor-critic ddpg td3 sac paddlepaddle reinforcement-learning
Language:Python 110
torch-discounted-cumsum
toshas / torch-discounted-cumsum
Fast Discounted Cumulative Sums in PyTorch
pytorch discounted-cumulative-sum rl reinforcement-learning reinforce
Language:Python 96
xdek42 / AutoReinforce
自动加固Android App
reinforce
Language:Smali 87
verlab / DALF_CVPR_2023
DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.
feature-extraction image-matching keypoint-detection non-rigid-deformation non-rigid-registration pytorch thin-plate-splines kornia warper-net reinforce dalf
Language:Jupyter Notebook 73
paulorocosta / learning-2opt-drl
Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning
tsp tsp-instances reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments reinforcement-learning-agent policy-gradient 2-opt combinatorial-optimization travelling-salesman-problem traveling-salesman deep-learning deep-neural-networks reinforce pytorch actor-critic lstm-neural-networks lstm graph graph-neural-networks
Language:Python 58
Officium / RL-Experiments
High-quality implementations of deep reinforcement learning algorithms for experiments
pytorch dqn trpo reinforce ppo rl-experiments rainbow a2c
Language:Python 51
deligentfool / policy_based_RL
The implement of the policy gradient RL algorithm with pytorch
reinforce actor-critic a2c trpo ppo ddpg td3 sac pytorch acer a3c icm rnd
Language:Python 40
MehdiShahbazi / Webots-reinforcement-navigation
Implementing obstacle avoidance and path planning for the Pioneer 3-DX robot using Python, PyTorch, and the deep reinforcement learning algorithm REINFORCE in the Webots Simulator.
pioneer pioneer3dx-robot python robot robotics simulator webots deep-learning deep-reinforcement-learning pytorch reinforce reinforcement-learning obstacle-avoidance path-planning deeplearning navigation
Language:Python 28
alokwhitewolf / Visual-Attention-Model
Chainer implementation of Deepmind's Visual Attention Model paper
attention-mechanism recurrent-neural-networks visual visual-attention chainer reinforcement-learning reinforce
Language:Python 27
moripiri / Reinforcement-Learning-on-FrozenLake
Reinforcement Learning Algorithms in FrozenLake-v1
frozenlake reinforcement-learning sutton-barto-book sutton-gridworld frozenlake-v0 openai-gym reinforcement-learning-algorithms actor-critic dyna-q monte-carlo monte-carlo-control policy-iteration q-learning reinforce sarsa sarsa-lambda td-learning value-iteration
Language:Jupyter Notebook 25
ai-glimpse / toyrl
Reinforce learning is awesome!
a2c build-your-own-x double-dqn dqn ppo python3 reinforce reinforcement-learning sarsa aiglimpse toyrl
Language:Python 24
relaxit
intsystems / relaxit
[BMM 24-25] "Just Relax It": Implementation of different relaxation methods
discrete-variables edu-project library pyro pytorch relaxation straight-through-gradient gumbel-softmax logit-normal reinforce invertible-gaussian
Language:Jupyter Notebook 24
QasimWani / policy-value-methods
Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.
deep-reinforcement-learning proximal-policy-optimization policy-gradient deep-neural-networks reinforce openai-gym algorithms td3 actor-critic ddpg a3c-lstm augmented-random-search evolutionary-algorithms
Language:Python 23
tomlezen / AndroidReinforcePlugin
android加固插件，支持360加固、乐固
android jia-gu reinforce kotlin gradle plugin
Language:Kotlin 18
rl_with_jax
gebob19 / rl_with_jax
clear single-file JAX implementations of common RL algorithms
jax reinforcement-learning reinforce ppo ddpg a2c td3 pong pendulum ant cheeta bipedal qlearning dqn gym trpo naturalgrad secondorder
Language:Python 17
JuliaDecisionFocusedLearning / DifferentiableExpectations.jl
A Julia package for differentiating through expectations with Monte-Carlo estimates
autodiff expectation julia reinforce reparametrization automatic-differentiation monte-carlo
Language:Julia 16
leolellisr / poke_RL
Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.
pokemon reinforcement-learning monte-carlo sarsa-lambda qlearning function-approximation game dqn double-dqn ppo ppo2 deep-reinforcement-learning deep-rl reinforce pokemon-showdown
Language:Jupyter Notebook 16
agakshat / visualdialog-pytorch
Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359
visual-dialog reinforcement-learning multi-agent natural-language-processing curriculum-learning reinforce pytorch emergent-behavior communication dialog computer-vision cvpr2018 icml machine-learning recurrent-neural-networks convolutional-neural-networks
Language:Python 14
OptiMaL-PSE-Lab / REINFORCE-PSE
Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)
reinforcement-learning dynamical-systems ppo reinforce policy-gradient ode
Language:Python 13
smkdGab / Sim-to-Real-transfer-of-Reinforcement-Learning-Policies-in-Robotics
The repository is intended as a support tool for the report of the project "Sim to Real transfer of Reinforcement Learning Policies in Robotics" and it contains examples of some well-known algorithms and methods in the fields of Reinforcement Learning and Sim-to-Real transfer. The implementation is not thought to be efficient, thus we suggest you to avoid using this repo for purposes other than educational.
actor-critic domain-randomization hopper reinforce reinforcement-learning sim-to-real automatic-domain-randomization
Language:Python 13
ankitsharma-tech / Deep-Reinforcement-Learning-With-Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3.
a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo
Language:Python 12
jk96491 / RL_Algorithms
Take the code of the reinforcement learning algorithm here~
ppo a2c a3c ddpg dqn reinforce pytorch tensorflow
Language:Python 12
soheil-mp / Reinforcement-Learning-Algorithms
Step by Step Reinforcement Learning Tutorials.
reinforcement-learning dynamic-programming markov-decision-processes monte-carlo temporal-difference discretization deep-q-network deep-q-learning dqn policy-based-method reinforce ddpg finance alphazero
Language:Jupyter Notebook 12
lantunes / mountain-car-continuous
Implementations of solutions to the continuous mountain car problem. Using OpenAI Gym and Tensorflow 1.1.
reinforcement-learning reinforce policy-gradient openai-gym tensorflow
Language:Python 11
FhG-IISB / cleanqrl
Clean and easy to understand implementations of many Quantum Reinforcement Learning agents as well as their classical analouges. Greately inspired by the orgininal CleanRL
ddpg dqn jumanji pennylane ppo quantum quantum-reinforcement-learning ray-tune reinforce reinforcement-learning
Language:Python 9
imraviagrawal / Reinforcement-Learning-Implementation
Implementation of Reinforcement Algorithms from scratch
reinforcement-learning cartpole cross-entropy cross-entropy-policy-search td-learning gridworld gridworld-environment blackbox-optimization sarsa q-learning cartpole-environment reinforcement-algorithms sarsa-lambda q-learning-lambda actor-critic-algorithm mountain-car reinforce
Language:Python 9
Wadaboa / cpr-appropriation
Solutions to the Harvest CPR appropriation problem with policy gradient methods and social learning, for Autonomous and Adaptive Systems class at UNIBO
aas unibo cpr policy-gradient reinforce ppo trpo vpg gifting harvest gathering gym rllib dqn
Language:Python 9
Git-123-Hub / reinforcement-learning-algorithm
implementation of reinforcement learning algorithm that is easy to read and understand
reinforcement-learning deep-reinforcement-learning pytorch dqn ddqn dueling-dqn ddqn-per prioritized-experience-replay reinforce reinforce-baseline ddpg td3 sac ppo ppo-pytorch
Language:Python 8
abhranilchandra / Transfer-Learning-in-RL
Transfer Learning in RL to improve sample efficiency
reinforcement-learning transfer-learning openai-gym dqn ddpg reinforce
Language:Jupyter Notebook 7
Kreyparion / Harvest-Competition-Agents
My solution to the Harvest Competition
branch-and-bound dqn-pytorch reinforce
Language:Python 7

reinforce

sweetice / Deep-reinforcement-learning-with-pytorch

seungeunrho / minimalRL

archsyscall / DeepRL-TensorFlow2

chingyaoc / pytorch-REINFORCE

Rintarooo / VRP_DRL_MHA

deepanshut041 / Reinforcement-Learning

AgentMaker / Paddle-RLBooks

toshas / torch-discounted-cumsum

xdek42 / AutoReinforce

verlab / DALF_CVPR_2023

paulorocosta / learning-2opt-drl

Officium / RL-Experiments

deligentfool / policy_based_RL

MehdiShahbazi / Webots-reinforcement-navigation

alokwhitewolf / Visual-Attention-Model

moripiri / Reinforcement-Learning-on-FrozenLake

ai-glimpse / toyrl

intsystems / relaxit

QasimWani / policy-value-methods

tomlezen / AndroidReinforcePlugin

gebob19 / rl_with_jax

JuliaDecisionFocusedLearning / DifferentiableExpectations.jl

leolellisr / poke_RL

agakshat / visualdialog-pytorch

OptiMaL-PSE-Lab / REINFORCE-PSE

smkdGab / Sim-to-Real-transfer-of-Reinforcement-Learning-Policies-in-Robotics

ankitsharma-tech / Deep-Reinforcement-Learning-With-Pytorch

jk96491 / RL_Algorithms

soheil-mp / Reinforcement-Learning-Algorithms

lantunes / mountain-car-continuous

FhG-IISB / cleanqrl

imraviagrawal / Reinforcement-Learning-Implementation

Wadaboa / cpr-appropriation

Git-123-Hub / reinforcement-learning-algorithm

abhranilchandra / Transfer-Learning-in-RL

Kreyparion / Harvest-Competition-Agents