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reinforce

Here are 61 public repositories matching this topic...

sweetice / Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3

Updated Mar 24, 2023
Python

seungeunrho / minimalRL

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 sac acer ppo a2c policy-gradients

Updated Apr 22, 2023
Python

marload / DeepRL-TensorFlow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

machine-learning reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn a3c reinforce ddpg sac double-dqn trpo dueling-dqn ppo a2c rainbow-dqn tensorflow2

Updated Jun 4, 2022
Python

chingyaoc / pytorch-REINFORCE

PyTorch Implementation of REINFORCE for both discrete & continuous control

reinforcement-learning pytorch gym reinforce continuous-control mujoco

Updated Apr 16, 2017
Python

Rintarooo / VRP_DRL_MHA

"Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver

tensorflow deep-reinforcement-learning pytorch policy-gradient vrp reinforce multi-head-attention capacitated-vehicle-routing-problem

Updated Jan 12, 2021
Python

AgentMaker / Paddle-RLBooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

reinforcement-learning q-learning dqn policy-gradient sarsa reinforce ddpg policy-iteration value-iteration sac actor-critic double-dqn paddlepaddle c51 dueling-dqn td3 noisy-dqn nstep-dqn policy-gradient-with-baseline

Updated Nov 13, 2021
Python

torch-discounted-cumsum

toshas / torch-discounted-cumsum

Fast Discounted Cumulative Sums in PyTorch

reinforcement-learning pytorch rl reinforce discounted-cumulative-sum

Updated Aug 28, 2021
Python

Officium / RL-Experiments

High-quality implementations of deep reinforcement learning algorithms for experiments

rainbow pytorch dqn reinforce trpo ppo a2c rl-experiments

Updated Aug 30, 2024
Python

paulorocosta / learning-2opt-drl

Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning graph pytorch lstm policy-gradient reinforcement-learning-algorithms traveling-salesman reinforce tsp lstm-neural-networks actor-critic combinatorial-optimization 2-opt travelling-salesman-problem reinforcement-learning-agent graph-neural-networks reinforcement-learning-environments tsp-instances

Updated Oct 20, 2020
Python

deligentfool / policy_based_RL

The implement of the policy gradient RL algorithm with pytorch

pytorch icm rnd a3c reinforce ddpg sac actor-critic acer trpo ppo a2c td3

Updated Dec 7, 2020
Python

alokwhitewolf / Visual-Attention-Model

Chainer implementation of Deepmind's Visual Attention Model paper

reinforcement-learning chainer visual recurrent-neural-networks reinforce attention-mechanism visual-attention

Updated Apr 8, 2018
Python

QasimWani / policy-value-methods

Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

deep-neural-networks algorithms deep-reinforcement-learning openai-gym policy-gradient evolutionary-algorithms reinforce ddpg actor-critic proximal-policy-optimization a3c-lstm td3 augmented-random-search

Updated Aug 27, 2020
Python

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.

python simulator reinforcement-learning robot deep-learning robotics navigation deep-reinforcement-learning path-planning pytorch deeplearning reinforce pioneer obstacle-avoidance webots pioneer3dx-robot

Updated Mar 14, 2024
Python

agakshat / visualdialog-pytorch

Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359

machine-learning natural-language-processing reinforcement-learning computer-vision communication dialog pytorch recurrent-neural-networks multi-agent convolutional-neural-networks reinforce emergent-behavior icml curriculum-learning visual-dialog cvpr2018

Updated May 16, 2019
Python

rl_with_jax

gebob19 / rl_with_jax

clear single-file JAX implementations of common RL algorithms

reinforcement-learning qlearning ant pong dqn gym reinforce ddpg pendulum bipedal trpo ppo a2c jax td3 cheeta naturalgrad secondorder

Updated Sep 5, 2021
Python

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 yo…

reinforcement-learning hopper reinforce actor-critic domain-randomization sim-to-real automatic-domain-randomization

Updated Mar 19, 2023
Python

OptiMaL-PSE-Lab / REINFORCE-PSE

P. Petsagkourakis, I. O. Sandoval, E. Bradford, D. Zhang, E.A. del Rio-Chanona, Reinforcement learning for batch bioprocess optimization, Computers & Chemical Engineering, Volume 133, 2020

reinforcement-learning ode policy-gradient dynamical-systems reinforce ppo

Updated Jun 14, 2022
Python

jk96491 / RL_Algorithms

Take the code of the reinforcement learning algorithm here~

tensorflow pytorch dqn a3c reinforce ddpg ppo a2c

Updated Feb 17, 2021
Python

lantunes / mountain-car-continuous

Implementations of solutions to the continuous mountain car problem. Using OpenAI Gym and Tensorflow 1.1.

reinforcement-learning tensorflow openai-gym policy-gradient reinforce

Updated Jan 29, 2018
Python

imraviagrawal / Reinforcement-Learning-Implementation

Implementation of Reinforcement Algorithms from scratch

reinforcement-learning q-learning cartpole mountain-car sarsa gridworld reinforce td-learning cross-entropy sarsa-lambda blackbox-optimization gridworld-environment actor-critic-algorithm cross-entropy-policy-search cartpole-environment reinforcement-algorithms q-learning-lambda

Updated Dec 6, 2018
Python

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