Akanksha Saran's repositories

VeSSAL

This repository contains code used to conduct experiments reported in the paper "Streaming Active Learning with Deep Neural Networks" accepted at ICML 2023.

IGL-P

This repository contains code used to conduct experiments reported in the paper "Personalized Reward Learning with Interaction-Grounded Learning" published at ICLR 2023.

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IL-CGL

This repository contains code for guiding Imitation Learning Agents with a Coverage-based Gaze Loss(CGL)

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AI-IGL

This repository contains code used to conduct experiments reported in the paper "Interaction-Grounded Learning with Action-Inclusive Feedback" published at NeurIPS 2022.

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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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cgnl-network.pytorch

Compact Generalized Non-local Network (NIPS 2018)

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CoRL2019-DREX

Code and project page for D-REX algorithm from the paper "Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations" presented at CoRL 2019.

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decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

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differentiable_sorting

Differentiable bitonic sorting

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gaze-LfD

This repository contains code used to conduct experiments reported in the paper "Understanding Teacher Gaze Patterns for Robot Learning" published at CoRL 2019.

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google-research

Google Research

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Hand-Tracking-with-Kinect

This is the implementation of Hand Tracking with Kinect using OpenCV.

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lida

Automatic Generation of Visualizations and Infographics using Large Language Models

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opencv-handTracking

OpenCV GitHub Mirror

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pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

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tensorpack_old

Neural Network Toolbox on TensorFlow

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the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

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video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

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