prabhatnagarajan

amd

This repository contains core algorithms for Automated Mechanism Design (AMD).

banditcvxopt

This repository contains code from a project I did with Naren Manoj in bandit convex optimization for our convex optimization course.

birl

A Python Implementation of Bayesian Inverse Reinforcement Learning (BIRL)

dqn

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

maml

An Implementation of MAML

meirl

An Implementation of Maximum Entropy Inverse Reinforcement Learning

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

publications

Contains all of my publications

repro_dqn

This repository contains a reproducible implementation of Deep Q-learning using PyTorch and Python 2.7. This is done in the Arcade Learning Environment.

table-rl

This repository contains a set of implementations and functionality of purely online tabular reinforcement learning algorithms.

prabhatnagarajan/dqn

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

prabhatnagarajan/repro_dqn

This repository contains a reproducible implementation of Deep Q-learning using PyTorch and Python 2.7. This is done in the Arcade Learning Environment.

prabhatnagarajan/amd

This repository contains core algorithms for Automated Mechanism Design (AMD).

prabhatnagarajan/banditcvxopt

This repository contains code from a project I did with Naren Manoj in bandit convex optimization for our convex optimization course.

prabhatnagarajan/birl

A Python Implementation of Bayesian Inverse Reinforcement Learning (BIRL)

prabhatnagarajan/meirl

An Implementation of Maximum Entropy Inverse Reinforcement Learning

prabhatnagarajan/publications

Contains all of my publications

prabhatnagarajan/maml

An Implementation of MAML

prabhatnagarajan/pfrl

PFRL: a PyTorch-based deep reinforcement learning library

prabhatnagarajan/table-rl

This repository contains a set of implementations and functionality of purely online tabular reinforcement learning algorithms.

prabhatnagarajan/ale_utils

prabhatnagarajan/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

prabhatnagarajan/behavioral_cloning_atari

prabhatnagarajan/bfchess

This repository contains tools I need to prepare myself to play blindfold chess.

prabhatnagarajan/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

prabhatnagarajan/dceo

Learning diverse options through the Laplacian representation.

prabhatnagarajan/dmps_robotics

This repository contains a 2D implementation of Dynamic Movement primitives.

prabhatnagarajan/Galaxy-Shootout

(open home.html) This Game was made at the Texas A&M Hackerbowl in 2014. This is a two player game where the objective is to gun down the opponent's shield, while blocking your opponent's bullets with your character. Shoot powerups to gain a temporary advantage.

prabhatnagarajan/genevol

Genetic and Evolutionary Algorithms.

prabhatnagarajan/gin-config

Gin provides a lightweight configuration framework for Python

prabhatnagarajan/gym-minigrid

Minimalistic gridworld package for OpenAI Gym

prabhatnagarajan/ICML2019-TREX

prabhatnagarajan/jumping-task

prabhatnagarajan/minatar

prabhatnagarajan/ml

ML Source Code for projects in Dana Ballard's Machine Learning Course

prabhatnagarajan/ml_code

prabhatnagarajan/Monopoly

This repository contains a partially complete Monopoly game written in Java with a simple GUI in a High School Project (2012-2013)

prabhatnagarajan/nice_plots

Code for creating plots.

prabhatnagarajan/retro

Retro Games in Gym

prabhatnagarajan/tale

Minimal Jekyll theme for storytellers