Natasha Jaques

27.6K subscribers

40 videos

I'm an assistant professor at the University of Washington and a Staff Research Scientist at Google DeepMind. I give talks about my research on AI, machine l...

Latest Videos

University of Washington CSE Faculty Profile

5 - Deep Multi agent RL

4 - Learning from humans beyond LLMs

3 - Personalized RLHF

2 - Deep RL and RL post-training intro

1 - Intro

Self Play for Safety - Online Multi-Agent Adversarial Training for Provably Robust LLMs

What Makes ChatGPT Chat Modern AI for the layperson

Reinforcement Learning (RL) for LLMs

Social Reinforcement Learning talk at RLDM

Badly trained policy after 40000 steps

Multi-agent DQN training step 90000 trajectory video

Multi-agent DQN training step 0 trajectory video

Learning to grab with bell as reward

Intel Deep Learning Community of Practice talk

Natasha Jaques PhD Thesis Defense

Personalized Multi-task Learning for Predicting Tomorrow's Mood, Stress, and Health

VHRED Cornell baseline

Influence agent in Harvest game

A3C baseline in Harvest

Agent trained with intrinsic social influence reward - Tragedy of the Commons

Agent trained with intrinsic social influence reward

A3C will not free other agent trapped in a box

Influence agent frees compatriot trapped in a box

Note RNN

Q

G

Basic LSTM

Psi

RL Tuner