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reinforcement-learning x

28 search results found

Pytorch Rl ⭐ 638

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Leakgan ⭐ 561

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

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

Gail Tf ⭐ 167

Tensorflow implementation of generative adversarial imitation learning

Seqgan_tensorflow ⭐ 90

SeqGAN tensorflow implementation

Malware_rl ⭐ 86

Malware Bypass Research using Reinforcement Learning

Inverse_rl ⭐ 63

Adversarial Imitation Via Variational Inverse Reinforcement Learning

Conversational Ai ⭐ 57

Conversational AI Reading Materials

Awesome Decision Making Reinforcement Learning ⭐ 37

A selection of state-of-the-art research materials on decision making and motion planning.

Optiongan ⭐ 37

Code accompanying the OptionGAN paper.

Pytorchrl ⭐ 36

Deep Reinforcement Learning algorithms implemented in PyTorch

Checkers Reinforcement Learning ⭐ 34

A checkers reinforcement learning AI, and all the tools needed to train it.

Chainer Seqgan ⭐ 34

implementation of SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

Rllab Adv ⭐ 30

Code to train RL agents along with Adversarial distrubance agents

Deterministic Gail Pytorch ⭐ 29

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

Gail Pytorch ⭐ 26

A simple implementation of Generative Adversarial Imitation Learning with PyTorch

Rl Policies Attacks Defenses ⭐ 26

Adversarial attacks on Deep Reinforcement Learning (RL)

Gym environments modified with adversarial agents

AISTATS 2019: Reference-based Adversarial Sampling & Its applications to Soft Q-learning

[NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning

Papernotes ⭐ 8

📝 Papers I read and notes/reviews I made. Also useful links to courses (RL/NLP/Bio/QC/DevOps)

Paper Notes ⭐ 7

✏️ The collection of my notes on research papers. (not) Updated regularly.

Gym Battleship ⭐ 7

Battleship environment for reinforcement learning tasks

Deepirl_chainer ⭐ 6

Implementation of GAIL and AIRL using chinerrl

[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning

Generative_adversarial_imitation_learning ⭐ 6

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1-28 of 28 search results

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