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sichkar-valentyn / Reinforcement_Learning_in_Python

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

Updated Apr 25, 2022
Python

rajcscw / nlp-gym

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NLPGym - A toolkit to develop RL agents to solve NLP tasks.

nlp rl-agents gym-environment nlp-tasks

Updated Apr 19, 2022
Python

PacktPublishing / Tensorflow-2-Reinforcement-Learning-Cookbook

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Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

rl-agents stock-trading rl-algorithms train-agents rl-web-app rl-web-service rl-android-app

Updated Apr 22, 2026
Jupyter Notebook

rfeinman / tictactoe-reinforcement-learning

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Train a tic-tac-toe agent using reinforcement learning.

reinforcement-learning tic-tac-toe q-learning rl-agents sarsa-learning

Updated Oct 3, 2025
Python

markub3327 / rl-toolkit

Sponsor

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RL-Toolkit: A Research Framework for Robotics

docker reinforcement-learning deep-learning tensorflow ml openai-gym rl-agents rl sac reverb pybullet rl-algorithms soft-actor-critic tensorflow2 wandb gsde rl-toolkit truncated-quantile-critics

Updated Jan 22, 2026
Python

ajheshbasnet / reinforcement-learning-agents

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a collection of advanced reinforcement learning (rl) agents and implementations, including dqn, actor-critic, ppo, dpo, and more. provides reference code, algorithmic insights, and setups for research, experimentation, and benchmarking of state-of-the-art rl methods.

reinforcement-learning pytorch rl-agents multi-agent gymnasium scratch-implementation

Updated Jul 17, 2026
Jupyter Notebook

khushhallchandra / pytorch-rl

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Pytorch Implementation of RL algorithms

python reinforcement-learning deep-learning openai-gym pytorch rl-agents artificial-intelligence dqn reinforcement-learning-algorithms ddpg

Updated Feb 26, 2018
Python

zombie-einstein / floxs

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Flock and swarm multi-agent RL training environments implemented in JAX

reinforcement-learning rl-agents flock jax rl-environment multi-agent-reinforcement-learning multi-agent-environment flock-environment multiple-homogenous-agents

Updated Nov 19, 2025
Python

bshivambharadwaj / Reinforcement-Learning-Course

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A comprehensive reinforcement learning course covering core concepts, classical algorithms, deep RL, PPO, RLHF, DPO, GRPO, and modern AI agents through intuitive explanations, equations, analogies, and visual diagrams.

machine-learning reinforcement-learning deep-reinforcement-learning q-learning rl-agents artificial-intelligence dqn policy-gradient rl ppo grpo inference-time-reasoning reinforcement-learning-course rl-for-llms

Updated Sep 17, 2026
Jupyter Notebook

sungsulim / RLControl

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Implementation of Continuous Control RL Algorithms

tensorflow deep-reinforcement-learning openai-gym rl-agents ddpg mujoco naf deeprl

Updated Dec 8, 2022
Python

appgym / appgym

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Mobile Apps (Android) as Environment for Reinforcement Learning Agents

android machine-learning reinforcement-learning mobile-app rl-agents artificial-intelligence agents

Updated Jan 12, 2018
Jupyter Notebook

pulkitkatdare / pytorch-rl

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Pytorch Implementation of RL algorithms

python reinforcement-learning deep-learning openai-gym pytorch rl-agents artificial-intelligence dqn reinforcement-learning-algorithms ddpg

Updated Feb 26, 2018
Python

Sahmwell / G15_Capstone

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dITC through RL Code Foundation

rl-agents traffic-optimization traffic-simulator traffic-performance-metrics traffic-scenarios

Updated Apr 9, 2021
Python

maik97 / wacky-rl

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Custom Reinforcement Learning Agents

reinforcement-learning deep-learning deep-reinforcement-learning rl-agents dqn gym policy-gradient sac actor-critic proximal-policy-optimization ppo a2c rl-algorithms soft-actor-critic

Updated Oct 25, 2023
Python

kochlisGit / Reinforcement-Learning-Algorithms

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This project focuses on comparing different Reinforcement Learning Algorithms, including monte-carlo, q-learning, lambda q-learning epsilon-greedy variations, etc.

python reinforcement-learning monte-carlo openai-gym q-learning policy rl-agents epsilon-greedy dynamic-programming markov-chains approximation-algorithms ucb1 q-lambda exploration-exploitation thomson-sampling frozen-lake multi-bandit-army

Updated Feb 15, 2022
Python

victor-iyi / navigating-a-virtual-world-using-dynamic-programming

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A reinforcement learning agent navigating the OpenAI's FrozenLake environment

reinforcement-learning rl-agents dynamic-programming rewards policy-iteration value-iteration

Updated Nov 26, 2017
Jupyter Notebook

jignesh284 / Automatic-Level-Generation-for-RobustReinforcement-Learning

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Our project focuses on the problem of generating synthetic levels of a game such that the levels can be used to learn an optimal policy for playing the game. Given a few pre-existing game levels we want to use deep generative models (like GANs) to generate new additional game levels. We will then train an RL agent on these levels to learn a gene…

rl-agents gans game-level lunar-lander-levels

Updated Dec 14, 2020
Python

BY571 / Agent-Tool-RL

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Train SLM to use Tools with RL

tools reinforcement-learning rl-agents slm agent-tool llm-training agent-tools rl-agent agent-tool-rl agent-rl

Updated Jul 23, 2025
Python

luquinhas18 / autonomous-driving-rl-interpretability

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🚗 Analyze and visualize decision-making in autonomous driving RL agents using Integrated Gradients for clearer interpretability in complex driving tasks.

reinforcement-learning rl-agents dqn autonomous-driving interpretability explainable-ai interpretable-machine-learning integrated-gradients github-config captum highway-env

Updated Oct 4, 2026
Python

maruyamakoju / deltatau-audit

Star

Time Robustness Audit for RL agents — measures timing reliance, deployment robustness, and stress resilience

testing reinforcement-learning deployment timing ci-cd rl-agents gymnasium robustness mujoco stable-baselines3

Updated Apr 30, 2026
Python

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Here are 45 public repositories matching this topic...

sichkar-valentyn / Reinforcement_Learning_in_Python

rajcscw / nlp-gym

PacktPublishing / Tensorflow-2-Reinforcement-Learning-Cookbook

rfeinman / tictactoe-reinforcement-learning

markub3327 / rl-toolkit

ajheshbasnet / reinforcement-learning-agents

khushhallchandra / pytorch-rl

zombie-einstein / floxs

bshivambharadwaj / Reinforcement-Learning-Course

sungsulim / RLControl

appgym / appgym

pulkitkatdare / pytorch-rl

Sahmwell / G15_Capstone

maik97 / wacky-rl

kochlisGit / Reinforcement-Learning-Algorithms

victor-iyi / navigating-a-virtual-world-using-dynamic-programming

jignesh284 / Automatic-Level-Generation-for-RobustReinforcement-Learning

BY571 / Agent-Tool-RL

luquinhas18 / autonomous-driving-rl-interpretability

maruyamakoju / deltatau-audit

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