A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

Deep Reinforcement Learning For Sequence to Sequence Models

Implementation of DA-RNN (arXiv:1704.02971) 🚧

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Learning embeddings for classification, retrieval and ranking.

ELF: a platform for game research

Joint Neural Relation Extraction with Text and KGs

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

Models and examples built with TensorFlow

Simple Reinforcement learning tutorials

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (A…

A toolkit for developing and comparing reinforcement learning algorithms.

Reversi reinforcement learning by AlphaGo Zero methods.

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Signal prediction with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

各类GAN综合在一起，借鉴了hwalsuklee大神的

Chess reinforcement learning by AlphaGo Zero methods.

Code for ICRA2018 - Intent-aware Multi-agent Reinforcement Learning.

TensorFlow Implementation of "Show, Attend and Tell"

机器学习和量化分析学习进行中

Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback