rl-agents

There are 5 repositories under rl-agents topic.

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
reinforcement-learning q-learning path-planning rl-qlearning reinforcement-learning-algorithms maze-algorithms sarsa-learning rl-algorithms sarsa sarsa-search q-learning-vs-sarsa shortest-path maze-solver rl-sarsa rl-agents rl-environment rl-playground rl-experiments rl-emulator obstacle-avoidance
Language:Python 353
rajcscw / nlp-gym
NLPGym - A toolkit to develop RL agents to solve NLP tasks.
nlp-tasks rl-agents gym-environment nlp
Language:Python 186
PacktPublishing / Tensorflow-2-Reinforcement-Learning-Cookbook
Tensorflow 2 Reinforcement Learning Cookbook, published by Packt
rl-agents rl-algorithms train-agents stock-trading rl-web-app rl-web-service rl-android-app
Language:Jupyter Notebook 181
rfeinman / tictactoe-reinforcement-learning
Train a tic-tac-toe agent using reinforcement learning.
reinforcement-learning tic-tac-toe q-learning sarsa-learning rl-agents
Language:Python 50
rl-toolkit
markub3327 / rl-toolkit
RL-Toolkit: A Research Framework for Robotics
openai-gym tensorflow2 sac reinforcement-learning rl-agents docker gsde rl-algorithms rl-toolkit ml soft-actor-critic wandb rl pybullet reverb truncated-quantile-critics tensorflow deep-learning
Language:Python 17
khushhallchandra / pytorch-rl
Pytorch Implementation of RL algorithms
pytorch reinforcement-learning reinforcement-learning-algorithms artificial-intelligence deep-learning ddpg dqn openai-gym rl-agents python
Language:Python 15
zombie-einstein / flock_env
Boid flock multi-agent RL training environment
rl-agents multi-agent-environment flock flock-environment multiple-homogenous-agents agen multi-agent-reinforcement-learning reinforcement-learning rl-environment
Language:Jupyter Notebook 11
appgym / appgym
Mobile Apps (Android) as Environment for Reinforcement Learning Agents
reinforcement-learning android agents rl-agents machine-learning artificial-intelligence mobile-app
Language:Jupyter Notebook 10
sungsulim / RLControl
Implementation of Continuous Control RL Algorithms
deep-reinforcement-learning deeprl ddpg naf tensorflow mujoco rl-agents openai-gym
Language:Python 8
pulkitkatdare / pytorch-rl
Pytorch Implementation of RL algorithms
pytorch reinforcement-learning reinforcement-learning-algorithms artificial-intelligence deep-learning ddpg dqn openai-gym rl-agents python
Language:Python 6
Sahmwell / G15_Capstone
dITC through RL Code Foundation
traffic-performance-metrics traffic-optimization traffic-simulator traffic-scenarios rl-agents
Language:Python 5
kochlisGit / Reinforcement-Learning-Algorithms
This project focuses on comparing different Reinforcement Learning Algorithms, including monte-carlo, q-learning, lambda q-learning epsilon-greedy variations, etc.
exploration-exploitation epsilon-greedy markov-chains monte-carlo q-learning approximation-algorithms dynamic-programming q-lambda thomson-sampling ucb1 frozen-lake multi-bandit-army rl-agents reinforcement-learning python openai-gym policy
Language:Python 3
wacky-rl
maik97 / wacky-rl
Custom Reinforcement Learning Agents
reinforcement-learning deep-reinforcement-learning gym actor-critic ppo sac dqn policy-gradient a2c rl-algorithms rl-agents soft-actor-critic proximal-policy-optimization deep-learning
Language:Python 3
victor-iyi / navigating-a-virtual-world-using-dynamic-programming
A reinforcement learning agent navigating the OpenAI's FrozenLake environment
reinforcement-learning policy-iteration value-iteration rewards rl-agents dynamic-programming
Language:Jupyter Notebook 3
0Zeta / Bao-RL
deep reinforcement learning for a modified version of the board game Bao la kujifunza
deep-reinforcement-learning mancala-game bao-la-kujifunza rl-environment rl-agents minimax alpha-beta-pruning reinforcement-learning deep-learning neural-networks
Language:Jupyter Notebook 1
jignesh284 / Automatic-Level-Generation-for-RobustReinforcement-Learning
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 generalized policy of playing the game. Our hypothesis is that training the agent with the additional levels will lead to an optimal policy that performs better than the policy learned from the few pre-existing levels. Our final objective is to learn such a generative model, train an RL agent with the generated levels and test its performance on a set of unseen game levels.
rl-agents gans game-level lunar-lander-levels
Language:Python 1
ostamand / rolling-balls
Collect more gift than an AI opponent in this fast-paced Christmas-themed game.
mlagents tensorflow rl-agents unity3d
Language:C# 1
WillieCubed / gym-server
A general-purpose remote environment for training RL agents.
rl-agents gym-environment
Language:Python 1
stephyc / shock_task_v1
First version of social 2-step task with shocks.
two-step 2-step jspsych psychology-experiments js matlab mturk mturk-scripts stimulus stim data-analysis task rl rl-agents
Language:JavaScript 0
chebroluharika / Tic-Tac-Toe
Train a tic-tac-toe agent with reinforcement learning.
reinforcement-learning tic-tac-toe q-learning rl-agents
Language:Jupyter Notebook
hzm2016 / Linear_feature_algorithms
Some Reinforcement Learning in Python. Especially how to get the feature for linear function approximation.
linear-function-approximation rl-agents
Language:Python
josemarcosrf / Keras-RL-exploratory
This repo contains toy solutions for the openAI gym environment implementing Q-networks in Keras and TensorFlow
reinforcement-learning keras tensorflow rl-agents openai-gym
Language:Python
sksq96 / rl-agents
RL Agents for various OpenAI Gym environments
openai-gym deep-reinforcement-learning rl-agents
Language:Python
tarunk04 / OpenGym-Taxi-v3
Open Gym Taxi v3 environment solved using sarsamax algorithm(Q-Learning)
reinforcement-learning reinforcement-learning-algorithms rl qlearning sarsa-algorithm openai deep-q-learning reinforcement-learning-environments rl-agents
Language:Jupyter Notebook