CV

Education

• B.S. in GitHub, GitHub University, 2012
• M.S. in Jekyll, GitHub University, 2014
• Ph.D in Version Control Theory, GitHub University, 2018 (expected)

Work experience

• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

Feature selection for short text classification using Wavelet Packet Transform

Lifted Inference Rules with Constraints

Symmetry Detection and Exploitation for Function Approximation in Deep RL

Symmetry Learning for Function Approximation in Reinforcement Learning

Virel: A variational inference framework for reinforcement learning

Maven: Multi-agent variational exploration

RODE: Learning Roles to Decompose Multi-Agent Tasks

SoftDICE for Imitation Learning: Rethinking Off-policy Distribution Matching

UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning

Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning

Open-Ended Learning Leads to Generally Capable Agents

Generalization in Cooperative Multi-Agent Systems

Generalization Across Observation Shifts in Reinforcement Learning

Talks

Virel: A variational inference framework for reinforcement learning

December 08, 2019

Talk at NeurIPS 2019, Oxford, UK

MAVEN: Multi-Agent Variational Exploration

December 09, 2019

Talk at NeurIPS 2019, Oxford, UK

A multi agent perspective to AI

August 12, 2020

Talk at GoodAI's Meta-Learning & Multi-Agent Learning Workshop, Oxford, UK

Tesseract: Tensorised Actors for Multi-agent Reinforcement Learning

June 18, 2021

Talk at ICML 2021, Oxford, UK

Open Ended Learning

August 25, 2021

Talk at DeepMind, Oxford, UK

Multi-Agentness, Generalization and Beyond

May 19, 2022

Talk at Waymo, Oxford, UK

Perspectives on AI Alignment

July 26, 2022

Talk at DeepMind, London, UK

Teaching

Teaching Assistant

Teaching Assistant

Tutor

Service and leadership

• Currently signed in to 43 different slack teams