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[ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
Adversarial Imitation Via Variational Inverse Reinforcement Learning
Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020
Implementation of Off Policy Adversarial Inverse Reinforcement Learning
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
References on Optimal Control, Reinforcement Learning and Motion Planning
Cracking the Coding Interview 6th Ed. C++ Solutions
Deep Reinforcement Learning algorithms implemented in PyTorch
A toolkit for reproducible reinforcement learning research.
Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
My implementation of Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (Egor Zakharov et al.).
This chrome extension lets you login Tokyo Tech Portal easily
Computing various measures and generalization bounds on convolutional and fully connected networks
Sensor component for React that notifies you when it goes in or out of the window viewport.
The complete guide to static typing in "React & Redux" apps using TypeScript
A vertical timeline component for React
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Train AI models efficiently on medical images using any framework
An implementation of the Devicons icon library for React. It returns a functional React component that will render the icon as an inline SVG.
🔍 Small tool for inspecting highlighting link structure
Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)
A collection of ZSH frameworks, plugins, themes and tutorials.