Reinforcement Learning

All Work

A faster, better way to prevent an AI chatbot from giving toxic responses
A faster, better way to prevent an AI chatbot from giving toxic responses
MIT News
New method uses crowdsourced feedback to help train robots
New method uses crowdsourced feedback to help train robots
MIT News
Learning the language of molecules to predict their properties
Learning the language of molecules to predict their properties
MIT News
A more effective way to train machines for uncertain, real-world situations
A more effective way to train machines for uncertain, real-world situations
MIT News
Helping robots handle fluids
Helping robots handle fluids
MIT News
Quadrupeds are learning to dribble, catch, and balance
Quadrupeds are learning to dribble, catch, and balance
IEEE Spectrum
The robots are already here
The robots are already here
TechCrunch
MIT’s soccer-playing robot dog is no Messi, but could one day help save lives
MIT’s soccer-playing robot dog is no Messi, but could one day help save lives
Popular Science
A four-legged robotic system for playing soccer on various terrains
A four-legged robotic system for playing soccer on various terrains
MIT News
Factored Adaptation for Non-stationary Reinforcement Learning
Factored Adaptation for Non-stationary Reinforcement Learning
 
A far-sighted approach to machine learning
A far-sighted approach to machine learning
MIT News
Ensuring AI works with the right dose of curiosity
Ensuring AI works with the right dose of curiosity
MIT News
On the road to cleaner, greener, and faster driving
On the road to cleaner, greener, and faster driving
MIT News
This deep learning technique solves one of the tough challenges of robotics
This deep learning technique solves one of the tough challenges of robotics
BD TechTalks
AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning
AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning
 
Reinforcement learning challenge to push boundaries of embodied AI
Reinforcement learning challenge to push boundaries of embodied AI
TechTalks
Undergraduates develop next-generation intelligence tools
Undergraduates develop next-generation intelligence tools
MIT News
Implementation Matters in Deep RL: A Case Study on PPO and TRPO
Implementation Matters in Deep RL: A Case Study on PPO and TRPO
 
Deep Symbolic Superoptimization Without Human Knowledge
Deep Symbolic Superoptimization Without Human Knowledge
 
Learning to Teach for Collective Intelligence
Learning to Teach for Collective Intelligence
Medium
Learning to Teach in Cooperative Multiagent Reinforcement Learning
Learning to Teach in Cooperative Multiagent Reinforcement Learning
 
Action Centered Contextual Bandits
Action Centered Contextual Bandits