prabhatnagarajan

Pinned Repositories

• amd

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

  Language:Java1200

• banditcvxopt

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

  Language:Jupyter Notebook1200

• birl

  A Python Implementation of Bayesian Inverse Reinforcement Learning (BIRL)

  Language:Python1200

• dqn

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

  Language:Python6211

• maml

  An Implementation of MAML

  Language:Python0200

• meirl

  An Implementation of Maximum Entropy Inverse Reinforcement Learning

  Language:Python1202

• pfrl

  PFRL: a PyTorch-based deep reinforcement learning library

  Language:Python0201

• publications

  Contains all of my publications

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• 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.

  Language:Python6403

• table-rl

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

  Language:Python0200

prabhatnagarajan's Repositories