Training anki robots to do simple things e.g. "go to the green cup"

An extension of the Gym's Toy Text environment.

Gymnasium environment for Suika game

Repository for Gamma Star Project (FYP 2020 - 2021)

Reinforcement learning, Policy Gradient, REINFORCE, Agent-based Simulation, Simple-world

Assignments for CS 747 course offered at IIT Bombay

The gym-cityflow environment is a multiagent domain featuring large discrete state and action spaces. An environment can be created from any set of cityflow config files

The implementation of some reinforcement learning techniques like (Q-learning, SARSA, DQN) in two assignments and one big project.

a Python-based platformer infused with Q-Learning and dynamic level creation from simple JSON files.

This project combines the power of reinforcement learning with a custom raycasting game engine written in Golang, reminiscent of the classic Wolf3D game.

Reinforcement Learning Environments with ML-Agents.

Defending the unknown: Exploring reinforcement learning agents’ deployment in realistic, unseen networks

A PIL wrapper that enables registering images to grids that can be used as Reinforcement Learning Environments

This repository contains Dongming Shen's code and documentation for the research projects conducted at the AIDyS Lab, USC. The project focuses on integrating Reinforcement Learning (RL) to solve partially observable Markov decision processes (POMDP) under finite linear temporal logic (LTL) constraints.

Procedural Environment Generation for Accelerated Multi-Agent Reinforcement Learning

Implemented Learning to Drive a bicycle using reinforcement learning and shaping.

RLENVS: Reinforcement Learning Environments

Custom environments for K-Armed Bandit built using OpenAI's Gym