Introduction

• BabyAI is a research platform to investigate and support the feasibility...
  

Introduction

• Much of the work in representation leaning uses Euclidean vector spaces...
  

Introduction

• The paper explores “if a well behaved RNN can be replaced...
  

Introduction

• Environment for learning using modalities like vision, audio, semantics, physics and...
  

Introduction

• The paper provides a multi-agent learning environment and proposes a learning...
  

Introduction

• The paper proposes an approach for using symbolic knowledge in deep...
  

Introduction

• Most existing GNN (Graph Neural Network) methods are inherently flat and...
  

• The paper presents I2A (Imagination Augmented Agent) that combines the model-based and model-free...
  

Introduction

• Recurrent Neural Networks have two key issues:

  • Over parameterization...
    

Introduction

• The paper presents a very interesting approach for learning independent (inverse)...