sritee

Convex-Optimization-Solver

Generic Solver (Primal Interior Point Method)

CPPGym

C++17 OpenAI gym

One-Shot-Imitation-Learning

Imitation Learning using context embedding

Markov-Chain-Monte-Carlo--Gibbs-Sampling

MCMC Method : Gibbs Sampling from 2D Gaussian

Monte-Carlo-Tree-Search

Monte Carlo Tree Search for receding horizon control

Deterministic-Policy-Gradient-Methods

C++ Implementation of Deterministic Policy Gradient Algorithms (ICML 2014, Silver Et al.) using Tile Coding

Dimensionality-Reduced-Reinforcement-Learning-for-Assistive-Robots

Reproducing AAAI 2016 Paper : Dimensionality Reduced Reinforcement Learning for Assistive Robots

DynaQ

DynaQ RL-Agent

Stochastic-Policy-Gradient-Methods

Monte-Carlo Policy Gradient, Stochastic Policy Gradient and Numerical Gradient Policy Gradient

Eligibility-Traces-RL

Performance Comparison of various Eligibility Traces on Maze Task

Integer_Programming_CVXPY

Integer programming problems solved using Gurobi backend and CVXPY

FourierBasis-Python

SARSA Lambda Fourier Basis

IntraOption-Learning

Intra Option Learning, SMDP Framework

Kickstarter-ML-Feature-Engineering-

QLearn-vs-SARSA-Cliff-Walk

Comparison of Q-Learning and SARSA On Cliff Walk

-Double-DQN-and-DQN

Implementation of DQN and Double DQN for OpenAI Gym Environments

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Diverse-Density-Estimation-for-Subgoal-Detection

Autonomous Subgoal Discovery for Rl agent

gym

A toolkit for developing and comparing reinforcement learning algorithms.

MC-Exploring-Starts-Blackjack

NumpyNets

Numpy NeuralNetworks with Keras like interface

Off-Policy-Eligibility-Traces

Tree based backup proposed by Diana Precup on N-Step Random Walk

offworld-gym

OffWorld Gym client library

Orienteering-Problem-for-Ebola-Camps

Q-Learning

Q-Learning Discrete State Discrete Action

rl-agents

Implementations of Reinforcement Learning and Planning algorithms

RNN-TensorFlow

Implementation of RNN in TensorFlow

sritee.github.io

Github page

Traffic_simulator_pygame

Pygame traffic simulator