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Momin Haider's Projects

corl-compare icon corl-compare

Needed to compare performance of other offline RL baseline algorithms on networkgym

cs174a-jdbc icon cs174a-jdbc

Simple JDBC testing for Oracle Cloud Autonomous Database

finenvs icon finenvs

Fast Parallel Simulation of Financial Time Series Environments for Reinforcement Learning

finrl icon finrl

FinRL: Financial Reinforcement Learning Framework. Please star. 🔥

lunar-lander-pg icon lunar-lander-pg

Trains an agent with stochastic policy gradient ascent to solve the Lunar Lander challenge from OpenAI

neat-matlab icon neat-matlab

NeuroEvolution of Augmenting Topologies implemented in MATLAB

peeps icon peeps

A programmatic animation library that interfaces with Blender 3.0

pixel-jump icon pixel-jump

A pixel-based game written in MATLAB that can integrate with NEAT-MATLAB

policy-gradient icon policy-gradient

Testing policy gradient implementations for PPO reading group meeting

ppo-winter-run icon ppo-winter-run

Trains an agent with Proximal Policy Optimization (PPO) to beat Winter Run

td3-bipedal-walker icon td3-bipedal-walker

Trains an agent with Twin Delayed Deep Deterministic Policy Gradient (TD3) to solve the Bipedal Walker challenge from OpenAI

trades icon trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

winter-run icon winter-run

Winter Run is a game written in TypeScript, Angular, and Phaser that can learn to play itself via a custom genetic algorithm.

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