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cartpole-v1

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cartpole

gsurma /cartpole

OpenAI's cartpole env solver.

python machine-learning reinforcement-learning ai openai-gym openai dqn cartpole python27 cartpole-v1 dqn-solver

UpdatedFeb 17, 2023
Python

adik993 /ppo-pytorch

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

reinforcement-learning deep-learning pytorch icm proximal-policy-optimization ppo mountaincar-v0 cartpole-v1 intrinsic-curiosity-module generalized-advantage-estimation pendulum-v0

UpdatedJan 12, 2019
Python

alexanderbaumann99 /PPO-Algorithms

Experiments of the three PPO-Algorithms (PPO, clipped PPO, PPO with KL-penalty) proposed by John Schulman et al. on the 'Cartpole-v1' environment.

reinforcement-learning pytorch kullback-leibler-divergence ppo clipped cartpole-v1

UpdatedNov 14, 2021
Python

nitish-kalan /CartPole-v1-Actor-Critic-Keras

Solving CartPole-v1 environment in Keras with Actor Critic algorithm an Deep Reinforcement Learning algorithm

machine-learning reinforcement-learning reinforcement-learning-algorithms actor-critic cartpole-gamebot actor-critic-methods actorcritic actor-critic-algorithm cartpole-v1 deepreinforcement actor-critic-with-experience-replay

UpdatedMay 19, 2020
Python

negarhonarvar /DeepReinforcementLearning

A Complete Collection of Deep RL Famous Algorithms implemented in Gymnasium most Popular environments

dqn boltzmann-exploration sarsa lunar-lander cartpole-v1 d3qn swimmer softmax-exploration drl-algorithms ppo-algorithm gymnasium-environment

UpdatedOct 31, 2024
Python

VBot2410 /Deep-Q-Learning-Cartpole

Stabilizing an Inverted Pendulum on a cart using Deep Reinforcement Learning

deep-reinforcement-learning cartpole-v1

UpdatedJul 8, 2018
Jupyter Notebook

lexiconium /RL-Gym-PyTorch

Implement RL algorithms in PyTorch and test on Gym environments.

reinforcement-learning openai-gym pytorch dqn gym ddpg ppo td3 cartpole-v1 pendulum-v0 lunarlander-v2 mountaincarcontinuos-v0 walker2d-v2

UpdatedApr 25, 2022
Python

ErfanFathi /RL_Cartpole

Implementation of the Q-learning and SARSA algorithms to solve the CartPole-v1 environment. [Advance Machine Learning project - UniGe]

reinforcement-learning q-learning python3 epsilon-greedy sarsa cartpole-v1 q-learning-vs-sarsa

UpdatedJun 9, 2023
Python

cezarbulancea /CartPole-RL

Implementation of several RL algorithms on the CartPole-v1 environment.

artificial-intelligence reinforcement-learning-algorithms cartpole-v1 pytorch-implementation

UpdatedMar 14, 2024
Python

riccardomajellaro /DeepQLearning

Deep Q Learning applied to the CartPole V1 challenge by OpenAI. The problem is solved both in the naive and the vision scenarios, the latter by exploiting game frames and CNN.

python reinforcement-learning deep-reinforcement-learning pytorch deep-q-learning cartpole-v1

UpdatedApr 16, 2022
Python

Mottl /cartpole_solver

Deep Q-Network (DQN) for CartPole game from OpenAI gym

reinforcement-learning deep-reinforcement-learning dqn reinforcement-learning-algorithms deep-q-learning reinforcement-learning-agent cartpole-gamebot cartpole-v1

UpdatedSep 1, 2018
Python

TTitcombe /CartPoleSwingUp

Custom environment for OpenAI gym

openai-gym gym cartpole openai-gym-environments gym-environment gym-environments openai-gym-environment cartpole-v1 reinforcement-learning-environments cartpole-environment

UpdatedAug 9, 2019
Python

Chaoukia /Reinforcement-Learning-course

A Reinforcement Learning course with classic examples of agents trained on gym environments.

reinforcement-learning q-learning dynamic-programming policy-iteration value-iteration frozenlake lunar-lander cartpole-v1 dqn-pytorch

UpdatedMar 18, 2023
Python

nitish-kalan /CartPole-v1-Advantage-Actor-Critic-A2C-Keras

Solving CartPole-v1 environment in Keras with Advantage Actor Critic (A2C) algorithm an Deep Reinforcement Learning algorithm

machine-learning reinforcement-learning reinforcement-learning-algorithms actor-critic advantage-actor-critic cartpole-gamebot cartpole-v1

UpdatedJun 12, 2020
Python

Varniex /AI-Algorithms

I am trying to implement various AI algorithms on various environments (like OpenAI-gym) as I learned my toward the safe AI

reinforcement-learning ai genetic-algorithm flappy-bird q-learning neuroevolution reinforcement-learning-algorithms self-driving-car cartpole-v1 multi-agent-reinforcement-learning open-ai-gym ai-algorithms

UpdatedNov 5, 2024
JavaScript

LachubCz /PGuNN

PGuNN - Playing Games using Neural Networks

keras dqn 2048 ddqn dueling-dqn prioritized-experience-replay cartpole-v0 target-network mountaincar-v0 cartpole-v1 acrobot-v1 spaceinvaders-v0 breakout-v0 beamrider-v0 spaceinvaders-ram-v0 breakout-ram-v0 beamrider-ram-v0

UpdatedFeb 25, 2019
Python

jihoonerd /actor-critic

Vanilla Actor Critic

reinforcement-learning actor-critic cartpole-v1

UpdatedApr 17, 2024
Python

Anshumaan-Chauhan02 /RL-Project

Applied various Reinforcement Learning (RL) algorithms to determine the optimal policy for diverse Markov Decision Processes (MDPs) specified within the OpenAI Gym library

actor-critic sarsa-learning mountaincar-v0 cartpole-v1 acrobot-v1 reinforce-with-baseline

UpdatedDec 18, 2023
Python

SlimShadys /PPO-StableBaselines3

This repository contains a re-implementation of the Proximal Policy Optimization (PPO) algorithm, originally sourced from Stable-Baselines3.

proximal-policy-optimization ppo cartpole-v1 lunarlander-v2 stable-baselines3

UpdatedDec 22, 2023
Python

mett29 /Reinforcement-Learning

This repository is dedicated to the reinforcement learning examples. I will also upload some algorithms which are somehow correlated with RL.

reinforcement-learning monte-carlo q-learning sarsa alpha-beta-pruning policy-iteration value-iteration cartpole-v1

UpdatedDec 9, 2020
Python

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