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3d-modelling-kinect

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

algorithms

autoencoding-trajectories

autonomous-mobile-robot

The robot is solving a maze using offline planning with A* and is then executing it using side infrared sensors, Odometry and UMB mark.

awesome-interaction-aware-trajectory-prediction

A selection of state-of-the-art research materials on trajectory prediction

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cnn_sentence

CNNs for sentence classification

core-rl

Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

desire

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

dynamic_taxi_pricing

entailment-classification-cnn

Work is influenced from Harvard NLP group's Torch implementation of Kim Yoon's work.

hierarchical-inverse-reinforcement-learning

interactive-gp

irl-immitation

mlpractical-1

Machine Learning Practical course repository

modelling-entailment-with-cnns

End-to-end Siamese CNNs as feature selection for a CNN-based Entailment Modelling

opponent_modelling_with_argumentation

[logic programming] Optimizing Decisions with Opponent Modelling for Strategic Argumentation

option-critic

A Tensorflow implementation of the Option-Critic Architecture

pmtk3

Automatically exported from code.google.com/p/pmtk3

recurrent-neural-network

reinforcementlearning

rl-baselines-zoo

A collection of 80+ pre-trained RL agents using Stable Baselines

rl_with_tf

roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

snli-attention

SNLI with word-word attention by LSTM encoder-decoder

social-lstm-tf

Tensorflow implementation of the Social LSTM model

social-network-project

Partial logic for a simple social network

stochastic-futures-prediction

Introductory tutorials for trajectory generation.