DeepRL-Grounding

[NeurIPS 2022] ?WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Implementation of EMNLP 2017 Paper "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog" using PyTorch and ParlAI

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

Reinforcement Learning for Super Mario Bros using A3C on GPU

[ACL‘20] Highway Transformer: A Gated Transformer.

Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind

GSTA: Gated Spatial-Temporal Attention Approach for Travel Time Prediction

PyTorch implementation of the Gated Attention Network for text classification. Comparison of the model with BiLSTM and soft attention models using IMDb and TREC dataset.

This repository contains high quality and tested implementation of Asynchronous Actor Critic Algorithm