tdavchev

DESIRE

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

option-critic

A Tensorflow implementation of the Option-Critic Architecture

Stochastic-Futures-Prediction

Introductory tutorials for trajectory generation.

structured-trajectory-prediction

Hierarchical-Inverse-Reinforcement-Learning

social-lstm-tf

Tensorflow implementation of the Social LSTM model

irl-immitation

rl-baselines-zoo

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

autoencoding-trajectories

3D-Modelling-Kinect

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

algorithms

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.

Dynamic_Taxi_Pricing

entailment-classification-CNN

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

interactive-gp

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

pmtk3

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

Recurrent-Neural-Network

ReinforcementLearning

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

tdavchev.github.io