Tic-tac-toe game with minimax implementation

a gym-style API for training/evaluating agents in an economy

Custom extensions for Stable-Baselines3

Solving Sudoku grids using Optimization Algorithms

Reinforcement Learning Environment to play Snake

Using OpenAIGym to practice RL skills

Some algorithms of reinforcement learning.

This is a reinforcement learning based project where multiple agents are created and trained to learn the play the flappy bird game.

Reinfocement Learning Approach to solve Shortest Path Problem.

Complete implementation of the AlphaZero algorithm

[IROS 2023] Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot

Proximal Policy Optimization(PPO) with Keras Implementation

Using Reinforcement Learning on S&P500 dataset to predict the future stock prices. The implementation uses deep Q-learning model along with time series modeling to achieve the goal state.

Modular Single-file Reinfocement Learning Algorithms Library

Soft Actor-Critic with advanced features

Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning