bkaplowitz

bkaplowitz.github.io

Website

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

madoko

Madoko is a fast markdown processor for high quality academic and technical articles

nyu-computational-dynamics

Computational Dynamics course, MSQE program

hugo-academic-kaplowitz

bokeh

Interactive Web Plotting for Python

marketsAI

A modular framework designed to simulate economies and markets using Reinforcement Learning.

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

Deep-Q-Learning-Paper-To-Code

examples

A repository to host extended examples and tutorials

softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Code-Replication-Winberry

AveQLearning

Codes for the AISTATS 2023 paper, A Statistical Analysis of Polyak-Ruppert Averaged Q-learning.

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

barista

A Python and Jsonnet framework for handling espanso configurations

gym-tiger

Open AI Gym environment for Tiger POMDP problem

hugo

The world’s fastest framework for building websites.

scnn

Scalable Convex Neural Networks

Actor-Critic-Methods-Paper-To-Code

implicit_q_learning

ThinkBayes

Code repository for Think Bayes.

cmdstan

CmdStan, the command line interface to Stan

sandpit

a sandpit for messing around with stuff

BootCamp2018

Repository of syllabi, lecture notes, Jupyter notebooks, code, and problem sets for OSM Lab Boot Camp 2018

mojo

The Mojo Programming Language