Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

For deep RL and the future of AI.

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

A course on Deep Reinforcement Learning in Computer Vision. Visit Website:

🐵 An AI chess-board-game framework(by many programming languages) implementations.

webpage for maintaining the list of openly available DL, ML, RL, Vision, NLP, Optimization courses

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

Projects I implemented to finish Udacity Nanodegree Programs from Data Engineering to Machine Learning Engineering.

DRL-Base-EMS for HEVs

Learning Continuous Control in Deep Reinforcement Learning

Presentation on Human-Level Control Through Deep Reinforcement Learning

Deep Reinforcement Learning DQN on Unity ML Agent

Presentation on End-to-End Training of Deep Visuomotor Policies

This project explores a deep reinforcement learning technique to train an agent to play atari pong game from OpenAI Gym. OpenAI Gym is a toolkit to develop and compare reinforcement learning algorithms. The learning agent takes raw pixels from the atari emulator and predicts an action that is fed back into the emulator via OpenAI interface. The …

Data and code for Salesforce Research paper, GAEA: Graph Augmentation for Equitable Access via Reinforcement Learning - https://arxiv.org/abs/2012.03900 . The paper provides methods for constraint graph augmentation and optimal facility placement problems

Supplementary material to the paper "An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control".

Deep Learning Group

Learning to play tennis from scratch with AlphaGo Zero style self-play using DDPG

My solution to Udacity Deep Reinforcement Learning Nanodegree 's Project 1 - Navigation

A collection of papers & notes in deep learning and database.