omsrisagar
I am passionate about research being done at the intersection of deep learning (CNNs, LSTMs), reinforcement learning (e.g., A3C, TRPO) and multi-agent systems.
SRI InternationalMenlo Park, CA, USA
Pinned Repositories
Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
AutonomousDrivingCookbook
Scenarios, tutorials and demos for Autonomous Driving
multiagent-confrontation
This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".
malmo-challenge
Task and example code for the Malmo Collaborative AI Challenge
MyAndroidApps
My Android Apps
main_config
My own customized vimrc built from scratch!
HetNet
Public implementation of Heterogeneous Policy Networks (HetNet) from AAMAS'22 -- Paper Title: Learning Efficient Diverse Communication for Cooperative Heterogeneous Teaming
omsrisagar's Repositories
omsrisagar/seq2seq-attention-pytorch-lightning
Pytorch-Lightning Seq2seq model with the use of recurrent neural network
omsrisagar/myutils
Common utilities for ML projects
omsrisagar/madiff
Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"
omsrisagar/microrts-py
A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)
omsrisagar/RED
omsrisagar/main_config
My own customized vimrc built from scratch!
omsrisagar/fonts
omsrisagar/overcooked_ai
A benchmark environment for fully cooperative human-AI performance.
omsrisagar/anyscale_academy
Ray tutorials from Anyscale
omsrisagar/gpt4all
gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue
omsrisagar/SceneSketch
omsrisagar/ControlNet
Let us control diffusion models
omsrisagar/misc_scripts
Miscellaneous Google Colab or Github Scripts
omsrisagar/Multi-Agent-Transformer
omsrisagar/munit_diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
omsrisagar/PITI
PITI: Pretraining is All You Need for Image-to-Image Translation
omsrisagar/improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
omsrisagar/overcooked-demo
Web application where humans can play Overcooked with AI agents.
omsrisagar/HetNet
Public implementation of Heterogeneous Policy Networks (HetNet) from AAMAS'22 -- Paper Title: Learning Efficient Diverse Communication for Cooperative Heterogeneous Teaming
omsrisagar/IQ-Learn
(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation
omsrisagar/MAGIC
Public implementation of "Multi-Agent Graph-Attention Communication and Teaming" from AAMAS'21
omsrisagar/AAAD
omsrisagar/EffectivePyTorch
PyTorch tutorials and best practices.
omsrisagar/babyai
BabyAI platform. A testbed for training agents to understand and execute language commands.
omsrisagar/ResizeRight
The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).
omsrisagar/omsrisagar.github.io
omsrisagar/gym-minigrid
Minimalistic gridworld package for OpenAI Gym
omsrisagar/KG-A2C
Goal driven language generation using knowledge graph A2C agents
omsrisagar/torch-ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
omsrisagar/rl-starter-files
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code