lalapo

Advanced-Lane-Finding

Udacity Self-driving Car Nanodegree Project

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Reinforcement Learning Project Ideas

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

BCQ

Author's PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

cnn-facial-landmark

Facial landmark detection based on deep convolutional neural network.

Complete-Python-3-Bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

Courses-

Quiz & Assignment of Coursera

cse474-ub-notebooks

Collection of iPython notebooks for UB CSE Machine Learning course (CSE 474/574)

lalapo/BCQ

Author's PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

lalapo/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

lalapo/Courses-

Quiz & Assignment of Coursera

lalapo/cse474-ub-notebooks

Collection of iPython notebooks for UB CSE Machine Learning course (CSE 474/574)

lalapo/Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

lalapo/Deep-Reinforcement-Learning-Hands-On-Second-Edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

lalapo/Dp-without-Adv

Guided dialogue policy learning without adversarial learning in the loop

lalapo/fastbook

The fastai book, published as Jupyter Notebooks

lalapo/GDPL

Task-oriented Dialog Policy Learning with Adversarial Inverse Reinforcement Learning

lalapo/GIRIL

ICML'20: Intrinsic Reward Driven Imitation Learning via Generative Model

lalapo/iTAML

Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020

lalapo/lalapo.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

lalapo/lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

lalapo/MADPL

Task-oriented Dialog Policy Learning with Multi-Agent Reinforcement Learning

lalapo/MER

Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from the ICLR 2019 paper (https://openreview.net/pdf?id=B1gTShAct7)

lalapo/metalight

MetaLight: a value-based meta-reinforcement learning framework for traffic signal control

lalapo/MPLight

lalapo/multi_timescale_replay

Code for Continual Reinforcement Learning with Multi-Timescale Replay

lalapo/neural_chat

Code to support training, evaluating and interacting neural network dialog models, and training them with reinforcement learning. Code to deploy a web server which hosts the models live online is available at: https://github.com/asmadotgh/neural_chat_web

lalapo/NeuralDialog-LaRL

PyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

lalapo/Practical_RL

A course in reinforcement learning in the wild

lalapo/proj-lfi-ml

AMoD 2019 - ML based Lane following

lalapo/pytorch-Deep-Learning

Deep Learning (with PyTorch)

lalapo/reinforcement-learning

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

lalapo/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

lalapo/RL-Indirect-imitation

Code for "State-only Imitation with Transition Dynamics Mismatch" (ICLR 2020)

lalapo/ryu

Ryu component-based software defined networking framework

lalapo/soft-Q-learning

discrete soft Q learning(SQL) and soft Q imitation learning(SQIL) implementation in pytorch, simple!

lalapo/TD3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

lalapo/TTOS

Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training