1jsingh

alphazero_tictactoe

Implementation of alphazero learning algorithm for 6-6-4 Tictactoe

Divide-Evaluate-and-Refine

Repo for our NeurIPS 2023 paper on: Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback

GradOP-Guided-Image-Synthesis

Repo for our CVPR 2023 paper on "High-Fidelity Guided Image Synthesis with Latent Diffusion Models"

MADDPG

Solving a Physical Deception problem using Multi-Agent Deep Deterministic Policy Gradient approach

paint2pix

Repo for our ECCV 2022 paper on "Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing"

rl_navigation

Navigating a banana world using Dueling Double DQN network

RL_quadcopter

Teaching a quadcopter to fly using Reinforcement Learning (DDPG algorithm) in Pytorch

semantic-guidance

Code for our CVPR-2021 paper on Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings.

OpenHands

🙌 OpenHands: Code Less, Make More

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

1jsingh/RL_quadcopter

Teaching a quadcopter to fly using Reinforcement Learning (DDPG algorithm) in Pytorch

1jsingh/alphazero_tictactoe

Implementation of alphazero learning algorithm for 6-6-4 Tictactoe

1jsingh/MADDPG

Solving a Physical Deception problem using Multi-Agent Deep Deterministic Policy Gradient approach

1jsingh/rl_navigation

Navigating a banana world using Dueling Double DQN network

1jsingh/face_generation

Human and anime face generation using GANs in Tensorflow

1jsingh/REINFORCE

Implementation of REINFORCE algorithm in Pytorch

1jsingh/rl_bipedal

Solving OpenAI gym's Bipedal environment using Proximal Policy Optimization (PPO)

1jsingh/rl_crawler

Train a 4 legged crawling agent to walk using Proximal Policy Optimization(PPO)

1jsingh/rl_dqn

Implementation of Dueling Double DQN (DDQN) algorithm with prioritized experience replay for Atari games

1jsingh/artificial-intelligence

1jsingh/bamos.github.io

1jsingh/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

1jsingh/coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

1jsingh/CVND---Image-Captioning-Project

1jsingh/Data-Structures-using-Python

This is my repository for Data Structures using Python

1jsingh/gen_text

Tensorflow based implementation for char-RNN based text generation

1jsingh/github-markdown-toc

Easy TOC creation for GitHub README.md

1jsingh/lil-log

Lilian's Blog

1jsingh/ml-agents

Unity Machine Learning Agents Toolkit

1jsingh/neural-finetuning

Finetuning Convolutional Neural Networks using Neural Activation Data

1jsingh/ppo

Implementation of Proximal Policy Optimization (PPO) in Pytorch

1jsingh/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

1jsingh/pytorch-generative-model-collections

Collection of generative models in Pytorch version.

1jsingh/RL_benchmark

Implementation of Benchmark Reinforcement Learning Algorithms in Pytorch

1jsingh/rl_pong

Train a RL agent to play Pong using Proximal Policy Optimization (PPO)

1jsingh/rl_reacher

Train double-jointed arms to reach target locations using Proximal Policy Optimization (PPO) in Pytorch

1jsingh/rl_tennis

Training a pair of competing RL agents to play Tennis using MADDPG algorithm

1jsingh/savn

Learning to Learn how to Learn: Self-Adaptive Visual Navigation using Meta-Learning (https://arxiv.org/abs/1812.00971)

1jsingh/spinningup

An educational resource to help anyone learn deep reinforcement learning.

1jsingh/spinningup-RL

Pytorch Implementation for an educational resource by OpenAI to help anyone learn deep reinforcement learning