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pyrelational is a python active learning library for rapidly implementing active learning pipelines from data management, model development (and Bayesian approximation), to creating novel active le…
TigerLily: Finding drug interactions in silico with the Graph.
The official implementation of the SGCN architecture.
RL environment replicating the werewolf game to study emergent communication
Toy datasets to evaluate algorithms for domain generalization and invariance learning.
Repository for people who are insterested at topics related to Emergent Language
PyTorch code to run synthetic experiments.
A LaTeX document class that conforms to the Computer Laboratory's PhD thesis formatting guidelines.
Dataset to assess the disentanglement properties of unsupervised learning methods
Measuring compositionality in representation learning
Google Research
Simple language-driven navigation tasks for studying compositional learning
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
A toolkit for developing and comparing reinforcement learning algorithms.
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
Mind-aware Multi-agent Management Reinforcement Learning
On the pitfalls of measuring emergent communication
Inferring and Executing Programs for Visual Reasoning
Natural Environment Benchmarks for Reinforcement Learning
Word-order biases in deep-agent emergent communication
This repository provides code for reproducing experiments of the paper Talk The Walk: Navigating New York City Through Grounded Dialogue by Harm de Vries, Kurt Shuster, Dhruv Batra, Devi Parikh, Ja…
Emergent communication in agents learning about object affordances
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
Compositional generalization through meta sequence-to-sequence learning
Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language