rl-algorithms

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

reinforcement-learning q-learning path-planning rl-agents reinforcement-learning-algorithms sarsa maze-algorithms obstacle-avoidance maze-solver shortest-path rl-playground sarsa-learning sarsa-search rl-emulator rl-environment rl-algorithms rl-experiments rl-qlearning q-learning-vs-sarsa rl-sarsa

Updated Jul 19, 2019
Python

LucasAlegre / sumo-rl

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A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

reinforcement-learning gym sumo rl-algorithms traffic-signal-control gym-env

Updated Aug 20, 2020
Python

alibaba / EasyRL

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EasyRL

rl-algorithms

Updated Mar 31, 2020
Python

RchalYang / torchrl

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Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

algorithm reinforcement-learning pytorch dqn gym ddpg sac trpo mujoco ppo td3 rl-algorithms policy-agent

Updated Sep 9, 2020
Python

rldotai / rl-algorithms

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Reinforcement learning algorithms

algorithm reinforcement-learning reinforcement-learning-algorithms function-approximation rl-algorithms linear-function-approximation

Updated Feb 27, 2019
Python

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

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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 dqn boltzmann-exploration sarsa tensorflow-tutorials reinforce ddpg actor-critic ddqn a2c prioritized-experience-replay rl-algorithms cartpole-v1 policy-gradients cliffwalking kungfumaster-v0 assault-v0 ppo-keras ant-v2

Updated Sep 7, 2020
Jupyter Notebook

sourcecode369 / deep-reinforcement-learning

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Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.

reinforcement-learning deep-learning monte-carlo deep-reinforcement-learning openai-gym q-learning pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming ddqn openai-gym-solutions dueling-dqn pytorch-rl ml-agents rl-algorithms temporal-difference reinforcement-learning-environments

Updated Jan 16, 2020
Jupyter Notebook

zyxue / rljs

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RLjs currently serves as an interactive playground for learning reinforcement learning.

react agent algorithm q-learning policy-iteration value-iteration rl-algorithms reinfrocement-learning

Updated Jan 7, 2019
JavaScript

pvnieo / beating-atari

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Implementation of RL algorithms to beat Atari 2600 games

reinforcement-learning pytorch dqn atari double-dqn rl-algorithms

Updated Sep 8, 2019
Python

louis2889184 / TetrisBattle-RL

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Training RL agent to master Facebook TetrisBattle--PyTorch implementation

rl tetris-battle rl-algorithms

Updated Feb 22, 2020
Python

spirosrap / Deep-Reinforcement-Learning

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Deep Reinforcement Learning - Implementations and Theory: A path to mastery

education reinforcement-learning deep-reinforcement-learning pytorch openai dqn reinforcement-learning-algorithms ddpg ppo a2c rl-algorithms

Updated Nov 19, 2019
Python

amifunny / RL-Notebooks

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This is a repository for Coursera Reinforcement Learning Course Notebook ,, these consist of my solutions. Feel Free to take a look , if you are stuck in Course and suggest corrections, if you find any mistake. Also Useful if you are looking for an implementation of RL-Algorithms. ** NOTE THESE NOTEBOOKS DON'T WORK AS THEY DO NOT CONTAIN UTILITY FILES WHICH ARE AVAILABLE ONLY ON COURSERA.

reinforcement-learning function-approximation assignment-solutions rl-algorithms sample-based-learning coursera-reinforcement-learning

Updated May 21, 2020
Jupyter Notebook

jardsantos / navigation_project

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Navigation Project - Udacity Deep Reinforcement Learning Nanodegree

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms udacity-nanodegree openai-gym-solutions pytorch-rl ml-agents rl-algorithms

Updated Feb 8, 2019
Python

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