reinforce-algorithm

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Rahul-Choudhary-3614 /Deep-Reinforcement-Learning-Notebooks

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

deep-reinforcement-learning rainbow doom dqn sarsa a3c ddqn ddpg-algorithm ppo a2c prioritized-experience-replay cartpole-v0 noisy-networks soft-actor-critic half-cheetah kungfumaster-v0 ant-v2 reinforce-algorithm

UpdatedApr 24, 2021
Jupyter Notebook

cubrink /mujoco-2.1-rl-project

Star17

Implementing Deep Reinforcement Learning Algorithms in Python for use in the MuJoCo Physics Simulator

python machine-learning reinforcement-learning deep-learning python3 pytorch ddpg sac mujoco deep-deterministic-policy-gradient a2c continuous-action-space soft-actor-critic discrete-action-space a2c-algorithm reinforce-algorithm ant-v3 humanoid-v3 pendulum-v1

UpdatedDec 18, 2021
TeX

reshalfahsi /rocket-trajectory-optimization

Star4

Rocket Trajectory Optimization Using REINFORCE Algorithm

reinforcement-learning gym trajectory-optimization control-theory gymnasium lunar-lander pytorch-lightning reinforce-algorithm

UpdatedDec 31, 2024
Jupyter Notebook

BhanuPrakashPebbeti /Reinforce-Algorithm

Star1

python reinforcement-learning deep-learning pytorch artificial-intelligence policy-gradient reinforce-algorithm

UpdatedMar 12, 2022
Python

MehdiShahbazi /REINFORCE-Cart-Pole-Gymnasium

Star1

This repo implements the REINFORCE algorithm for solving the Cart Pole V1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1.

python reinforcement-learning deep-learning deep-reinforcement-learning policy pytorch gym policy-gradient cart reinforce pendulum gymnasium drl cart-pole policy-optimization policy-based drl-pytorch reinforce-algorithm cart-pole-balancing cart-pole-v1

UpdatedMar 19, 2024
Python

ramanakshay /on-policy

Star0

On-policy RL (VPG, PPO) algorithms from scratch

reinforcement-learning pytorch-rl ppo-pytorch reinforce-algorithm vpg-pytorch on-policy-learning

UpdatedJul 1, 2025
Python

GermanPaul12 /lunar_lander_reinforcement_genetic_policy_learning

Star0

reinforcement-learning genetic-algorithm lunar-lander dqn-agents ppo-agent reinforce-algorithm a2c-agent gymnasium-environment

UpdatedJul 21, 2025
Jupyter Notebook

97jay /DOOM-Game

Star0

The objective of this project is to develop an autonomous agent to perform well in the first person shooting games using various reinforcement learning techniques.

policy-gradients reinforce-algorithm