Kaustubh Mani (manila95)

manila95

Geek Repo

Company:Mila - Quebec AI Institute

Location:Montreal

Home Page:https://mani.github.io

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K-DAG

Kaustubh Mani's starred repositories

PPO-RND

Random network distillation on Montezuma's Revenge and Super Mario Bros.

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Deep_RL_with_pytorch

A pytorch tutorial for DRL(Deep Reinforcement Learning)

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random-network-distillation-pytorch

Implementation of random network distillation. paper link: https://arxiv.org/abs/1810.12894

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awesome-exploration-rl

A curated list of awesome exploration RL resources (continually updated)

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modular-rl

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

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panda_simulation

This repository contains a sample ROS package that launches the FRANKA EMIKA Panda robot in the Gazebo simulation environment.

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CQL

Code for conservative Q-learning

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skill-chaining

Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization (CoRL 2021)

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recovery-rl

Implementation of Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones.

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planet

Learning Latent Dynamics for Planning from Pixels

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nerfstudio

A collaboration friendly studio for NeRFs

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garage

A toolkit for reproducible reinforcement learning research.

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CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

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exp_banana

Implementation of banana shape distribution paper

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docker-novnc

noVNC Display Container for Docker

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robogym

Robotics Gym Environments

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robo-gym

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

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robo-gym-robot-servers

Repository containing Robot Servers ROS packages

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reinmav-gym

Reinforcement Learning framework for MAVs using the OpenAI Gym environment

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IsaacGymEnvs

Isaac Gym Reinforcement Learning Environments

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ros_docker

Docker images for ROS master, bridge and nodes

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vip

Official repository for "VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training"

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safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

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gym-ros

OpenAI Gym Environment for ROS.

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safe-exploration

Safe Exploration with MPC and Gaussian process models

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mbrl-lib

Library for Model Based RL

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universal_robot

ROS-Industrial Universal Robots support (https://wiki.ros.org/universal_robot)

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diffusion

Denoising Diffusion Probabilistic Models

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nerf-factory

An awesome PyTorch NeRF library

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safety-gym

Tools for accelerating safe exploration research.

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