Popular GitHub Repositories for Epsilon Greedy

PyTorch implementation of beam search decoding for seq2seq models

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

CSE 571 Artificial Intelligence

implement basic and contextual MAB algorithms for recommendation system

This project is a meal planning app that generates personalized meal plans based on a user's caloric needs and Personal Information. It utilizes natural language processing to generate creative meal ideas using ingredients selected by the greedy algorithm.

Uses GloVe embeddings and greedy sequence segmentation to semantically segment a text document into any number of k segments.

Code for "Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation"

The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism

Python code (packaged in Docker container) to run the experiments in "A Greedy Algorithm for Quantizing Neural Networks" by Eric Lybrand and Rayan Saab (2020).

Research Project on Multi-robot Target Tracking via Deep Reinforcement Learning

Greedy Search for Descriptive Spatial Face Features

Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"

A python package made to generate sequences (greedy and beam-search) from Pytorch (not necessarily HF transformers) models.

Multi-armed bandit algorithm with tensorflow and 11 policies

The goal of this project is to build an RL-based algorithm that can help cab drivers maximize their profits by improving their decision-making process on the field. Taking long-term profit as the goal, a method is proposed based on reinforcement learning to optimize taxi driving strategies for profit maximization. This optimization problem is formulated as a Markov Decision Process i.e. MDP.

[ICON 2020] TensorFlow Code for "End-to-End Automatic Speech Recognition System for Gujarati"

Multi-Agent Deep Recurrent Q-Learning with Bayesian epsilon-greedy on AirSim simulator

Sit back and watch the bot water your crops using A* and TSP Greedy.

HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games

[TNNLS] PGDQN: A generalized and efficient preference-guided epsilon-greedy policy equipped DQN for Atari and Autonomous Driving