bonniesjli

DQN_SR

Count based exploration with the successor representation for Unity ML's Pyramid

PPO_Reacher

Robotics Arm Control in Unity ML with Proximal Policy Optimization (PPO)

MADDPG_Tennis

Multi Agent Tennis Players with Multi Agent Deep Deterministic Policy Gradient (MADDPG)

parc

A small clean library for reinforcement learning using pytorch, designed for simplicity and efficiency.

icm

Intrinsic Curiosity Module (ICM) + PPO on the Pyramid and PushBlock environment.

SVM-for-Trading

Predictability of Support Vector Machines to forecast stock prices: comparing different Kernel functions in stock prediction

PPO-Reacher_UnityML

Implementation of Proximal Policy Optimization to parallel Reacher environment in UnityML.

DQN-Navigation

Obstacle Field Navigation with Deep Q Learning (DQN)

Gridworld

Implementation of various Reinforcement Learning algorithms for the Gridworld game described in the Sutton/Barto book "Reinforcement Learning, An Introducion"

Visibility_Algorithms

A series of visibility algorithms using ray-casting techniques written in JavaScript

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

DQN_PER

Parallel dqn per (Deep Q Learning with Experience Replay)

MADDPG-Tennis_UnityML

Implementation of Multi Agent DDPG in the Tennis environment in UnityML

Papers

pytorch_ppo_rl

quantumcircuit

sac_walker