IEEE

Enhancing Employee Productivity Prediction through Self-Supervised Learning and Reinforcement Learning

Abstract: This paper develops an innovative framework that integrates Self-Supervised Learning (SSL) with Reinforcement Learning (RL) to analyze workstation activities for predicting and enhancing ...
GitHub

Self-Supervised Multi-Modal Perception + Reinforcement Learning for Autonomous Driving

This project presents a robust autonomous driving pipeline that combines Self-Supervised Learning (SSL) for perception and Proximal Policy Optimization (PPO) for decision-making in the CARLA simulator ...
GitHub

SL_SSL_RL_BASE_REPO_WITH_EXAMPLES

python train.py task=rl env=pong model=atari_cnn epochs=3 ...
IEEE

Enhancing Workforce Management through Self-Supervised Learning and Reinforcement Learning for Productivity Prediction

Abstract: The article introduces a hybrid system, which is a combination of self-supervised learning (SSL) and reinforcement learning (RL), facilitating to predict productivity among employees in ...