Adversarial attacks on Deep Reinforcement Learning (RL)

Deep Reinforcement Learning for Trading

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

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

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

Learn to play roulette using Reinforcemente Learning (RL) with a DQN agent

FinSearch Research Competition

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.

DQN Atari Pong game

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.

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

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)

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

Implementation of base DL tasks