abilashananthula Goto Github PK

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

api_py2

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

brads-boilerplate-wordpress

An example starter theme and block-type plugin that use @wordpress/scripts for JS & CSS

cliff_walking_public

Cliff walking reinforcement learning example, with Q-learning and SARSA algorithms

decision-making-under-uncertainty

Decision making under uncertainty using the POMDPs.jl ecosystem taught by Robert Moss

deep_q_rl

Theano-based implementation of Deep Q-learning

dspy-ext

DSPy: The framework for programming—not prompting—foundation models

example_deep_q_learning

Minimal working example (multi-armed bandit) for deep Q-learning using Tensorflow

green_harvest_data

gym

A toolkit for developing and comparing reinforcement learning algorithms.

lab

A customisable 3D platform for agent-based AI research

langchain_ext

⚡ Building applications with LLMs through composability. Extending the application capabilities ⚡

lunar_lander_per

mlflow-keras-ffnn-mnist

MLproject for training a feed-forward neural network on MNIST in Keras

particle-methods

The repository has Matlab codes for problems related to particle methods in fluid flow simulations

personal-portfolio-react

portfolio-starter

pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

pytorch-rl-cpp

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

rl-bot-football

An RL agent for the Google Football environment

skibot

Turtlesim-style ROS simulator with simple 2d physics

time-series-analysis

code and data for the time series analysis vids on my YouTube channel

torchrl

Highly Modular and Scalable Reinforcement Learning

trfl

TensorFlow Reinforcement Learning