KaleabTessera

DQN-Atari

Deep Q-Learning (DQN) implementation for Atari pong.

Research-Paper-Reading-Template

A markdown template for taking notes to summarize research papers.

PRM-Path-Planning

Implementation of Probabilistic Roadmap Path Planning Algorithm.

Multi-Armed-Bandit

Implementation of greedy, E-greedy and Upper Confidence Bound (UCB) algorithm on the Multi-Armed-Bandit problem.

Gridworld-Markov-Decision-Process

Implementing a gridworld from scratch and configuring it as a Markov decision process.

Monte-Carlo-and-Temporal-Difference

Monte Carlo and Temporal Difference implementation from Chapter 5 and Chapter 6 of Reinforcement Learning: An Introduction Book by Andrew Barto and Richard S. Sutton.

Obstacle-Tower-RL

personal-site-v2

My personal website.

Policy-Gradient

Implementation of the following Policy Gradient Algorithms -Reinforce and Actor Critic.

SARSA_Cliffwalking

Implementation of SARSA for cliffwalking environment.

acme

A library of reinforcement learning components and agents

awesome-marl

A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers

BenchMARL

A collection of MARL benchmarks based on TorchRL

boostnote-markdown-cheatsheet

📋 📘 The missing one page markdown feature cheat sheet for Boostnote

botorch

Bayesian optimization in PyTorch

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.

Dynamic-Programming---OpenAI

educational

loss-landscape

Code for visualizing the loss landscape of neural nets

Mountain_Climbing_SARSA_Semi_Gradient

Implementation of SARSA Semi-Gradient Method on the Mountain Car Open AI Environment.

off-policy

PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 100 supported car makes and models.

rigl

End-to-end training of sparse deep neural networks with little-to-no performance loss.

rlax

scipy

Scipy library main repository

Shimmy

An API conversion tool for popular external reinforcement learning environments

smac

SMAC: The StarCraft Multi-Agent Challenge

SuperSuit

A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers