Publications | Ziyu Wang

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Task-Relevant Adversarial Imitation Learning

A Framework for Data-Driven Robotics

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems

Bayesian Optimization in AlphaGo

One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL

Playing hard exploration games by watching YouTube

Learning an Embedding Space for Transferable Robot Skills

Reinforcement and Imitation Learning for Diverse Visuomotor Skills

The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously

Robust Imitation of Diverse Behaviors

Learning human behaviors from motion capture by adversarial imitation

Emergence of Locomotion Behaviours in Rich Environments

Parallel Multiscale Autoregressive Density Estimation

Sample Efficient Actor-Critic with Experience Replay

Bayesian analysis of continuous time Markov chains with application to phylogenetic modelling

Dueling Network Architectures for Deep Reinforcement Learning

Taking the human out of the loop: A review of bayesian optimization