A game-playing AI that uses Deep-Q Networks to play Checkers

Reinforcement Learning Project to explore State of the Art RL algorithms and compare their performance for an Agent navigating through an environment while avoiding obstacles.

DQN Atari Pong game

Deep Reinforcement Learning | Training an AI agent to play Starcraft II

Python code for teaching turtles how to play variations of "tag" with Deep Q-Networks.

My on-going submission to the Kaggle HungryGeese competition where you pit your reinforcement learning agent against other competitors. https://www.kaggle.com/c/hungry-geese

Snake game with RL

Fine-tuning LLM agents w online RL for XiangQi (Chinese Chess)

Implementation of base DL tasks

The aim of this repository is the analysis and study of computer intelligence and in-depth learning techniques in the development of intelligent gaming agents.

FinSearch Research Competition

Deep Learning and Reinforcement Learning in Algorithmic Trading

A simple game aimed at training an artificial agent to play it considerably well.

Reinforcement Learning: Q-Learning and Deep Q-Learning to train artificial agents that can play the famous game of Nim.

Implement the Scripted and DQN Agents for Pysc2 BuildMarines Minigame with PyTorch

Graduation Project 2023, an intelligent traffic management system that combines reinforcement learning along with simulation.

AI agent game competition - Reinforcement learning (Monte Carlo Tree Search, Deep Q-learning, Minimax)

Deep Reinforcement Learning for Trading