Nikhil Barhate

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Policy Gradient Actor-Critic PyTorch | Lunar Lander v2

personal website

Minimal implementation of Multi-layer Recurrent Neural Networks (LSTM) for character-level language modelling in PyTorch

SkyRL: A Modular Full-stack RL Library for LLMs

Running PyTorch FSDP, Ray, vLLM together

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

Mini VGG and Resnet for CIFAR10 on PyTorch

Atomic broadcast protocol for message ordering in a replicated database (customer DB) (assumes only transient communication failures and no process failures)

Text based game generated by AI

PYNQ Bootcamp 2019-2022 teaching materials.

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers

GitHub profile README file

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Some practice problems in C/C++

scripts for automating tasks

🧠🗼

CycleGAN with PyTorch

:sunglasses: Curated list of awesome lists