bonniesjli

DQN-Navigation

Obstacle Field Navigation with Deep Q Learning (DQN)

DQN_SR

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

Gridworld

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

icm

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

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.

PPO-Reacher_UnityML

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

PPO_Reacher

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

SVM-for-Trading

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

Visibility_Algorithms

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

bonniesjli/DQN_SR

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

bonniesjli/PPO_Reacher

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

bonniesjli/MADDPG_Tennis

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

bonniesjli/parc

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

bonniesjli/icm

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

bonniesjli/SVM-for-Trading

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

bonniesjli/PPO-Reacher_UnityML

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

bonniesjli/DQN-Navigation

Obstacle Field Navigation with Deep Q Learning (DQN)

bonniesjli/Gridworld

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

bonniesjli/Visibility_Algorithms

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

bonniesjli/dm_control

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

bonniesjli/DQN_PER

Parallel dqn per (Deep Q Learning with Experience Replay)

bonniesjli/MADDPG-Tennis_UnityML

Implementation of Multi Agent DDPG in the Tennis environment in UnityML

bonniesjli/Papers

bonniesjli/pytorch_ppo_rl

bonniesjli/quantumcircuit

bonniesjli/sac_walker