DeepRL-Grounding

RL Agent Trainer

Trains an RL agent to execute natural language instructions in a 3D environment using a combination of A3C and gated attention mechanisms.

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

GitHub

237 stars
11 watching
37 forks
Language: Python
last commit: over 6 years ago
a3c-lstmgated-attentionlanguage-groundingpytorchpytorch-rlreinforcement-learning

Related projects:

Repository Description Stars
tristandeleu/pytorch-maml-rl Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks 830
jingweiz/pytorch-rl A comprehensive project that provides an implementation of deep reinforcement learning algorithms using PyTorch and Visdom. 798
cpnota/autonomous-learning-library A comprehensive library for building deep reinforcement learning agents using PyTorch 647
graal-research/poutyne A PyTorch framework simplifying neural network training with automated boilerplate code and callback utilities 572
geek-ai/magent A platform for multi-agent reinforcement learning research and development 1,700
astooke/rlpyt A modular and unified framework for implementing common deep reinforcement learning algorithms in PyTorch 2,236
l0sg/relational-rnn-pytorch An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling 245
minqi/learning-to-communicate-pytorch This project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments. 349
dgriff777/rl_a3c_pytorch An implementation of an A3C algorithm for reinforcement learning in Pytorch, with various optimizations and extensions to accelerate training. 562
iffix/machin An open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms. 402
rguthrie3/deeplearningfornlpinpytorch A comprehensive tutorial on deep learning for natural language processing with PyTorch, covering the basics and advancing to linguistic structure prediction. 1,942
dmarnerides/pydlt A PyTorch-based toolbox for building and training deep learning models with ease. 204
packtpublishing/hands-on-intelligent-agents-with-openai-gym Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym 374
lupoglaz/godotaigym Enables training of reinforcement learning models with PyTorch on Godot Engine using shared memory 214
google-deepmind/rlax A Python library providing reinforcement learning building blocks for implementing agent policies and functions 1,272