Канал: UCL DARK

Maciej and Bartek - Fine-tuning Reinforcement Learning Models is a Forgetting Mitigation Problem

Maciej and Bartek - Fine-tuning Reinforcement Learning Models is a Forgetting Mitigation Problem

Jacob Andreas - Toward Natural Language Supervision

Jacob Andreas - Toward Natural Language Supervision

DeepMind Open-Endedness Team - Genie: Generative Interactive Environments

DeepMind Open-Endedness Team - Genie: Generative Interactive Environments

Stefano V. Albrecht - From Deep Reinforcement Learning to LLM-based Agents

Stefano V. Albrecht - From Deep Reinforcement Learning to LLM-based Agents

Louis Kirsch - Towards Automating ML Research with general-purpose meta-learners @ UCL DARK

Louis Kirsch - Towards Automating ML Research with general-purpose meta-learners @ UCL DARK

Andrew Lampinen - Comparing Language Models to Humans: Reasoning & Grammer @ UCL DARK

Andrew Lampinen - Comparing Language Models to Humans: Reasoning & Grammer @ UCL DARK

Nathan Lambert - Reinforcement Learning from Human Feedback @ UCL DARK

Nathan Lambert - Reinforcement Learning from Human Feedback @ UCL DARK

Micah Carroll - Uni[MASK]: Unified Inference in Sequential Decision Problems @ UCL DARK

Micah Carroll - Uni[MASK]: Unified Inference in Sequential Decision Problems @ UCL DARK

Sebastian Borgeaud - Efficient Training of Large Language Models @ UCL DARK

Sebastian Borgeaud - Efficient Training of Large Language Models @ UCL DARK

Matthew Fontaine - Quality Diversity Scenario Generation for Robust Autonomy @ UCL DARK

Matthew Fontaine - Quality Diversity Scenario Generation for Robust Autonomy @ UCL DARK

Wojciech Czarnecki - On the Geometry of Competitive Games @ UCL DARK

Wojciech Czarnecki - On the Geometry of Competitive Games @ UCL DARK

Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning - CoLLAs 2022

Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning - CoLLAs 2022

Kenneth O. Stanley - Novel Opportunities in Open-Endedness @ UCL DARK

Kenneth O. Stanley - Novel Opportunities in Open-Endedness @ UCL DARK

Franziska Meier - Lifelong Learning for Robotics @ UCL DARK

Franziska Meier - Lifelong Learning for Robotics @ UCL DARK

Sergey Levine - Understanding the World Through Action @ UCL DARK

Sergey Levine - Understanding the World Through Action @ UCL DARK

Thomas Kipf - Learning Structured Models of the World @ UCL DARK

Thomas Kipf - Learning Structured Models of the World @ UCL DARK

Max Jaderberg - Open-Ended Learning Leads to Generally Capable Agents @ UCL DARK

Max Jaderberg - Open-Ended Learning Leads to Generally Capable Agents @ UCL DARK

Erik Wijmans - Training Virtual Robots in Realistic Simulators @ UCL DARK

Erik Wijmans - Training Virtual Robots in Realistic Simulators @ UCL DARK

Katja Hofmann - Towards Human-Like And Collaborative AI in Video Games @ UCL DARK

Katja Hofmann - Towards Human-Like And Collaborative AI in Video Games @ UCL DARK

Matthew Hausknecht - Towards Knowledge Grounded Text Agents @ UCL DARK

Matthew Hausknecht - Towards Knowledge Grounded Text Agents @ UCL DARK

Sam Gershman - Using Video Games To Reverse Engineer Human Intelligence @ UCL DARK

Sam Gershman - Using Video Games To Reverse Engineer Human Intelligence @ UCL DARK

Amy Zhang - Exploring Context for Better Generalization in Reinforcement Learning @ UCL DARK

Amy Zhang - Exploring Context for Better Generalization in Reinforcement Learning @ UCL DARK

Felix Hill - Some Reasons To Do Embodied Machine Learning @ UCL DARK

Felix Hill - Some Reasons To Do Embodied Machine Learning @ UCL DARK

Jessica Hamrick - Mental Simulation, Imagination, and Model-Based Deep RL @ UCL DARK

Jessica Hamrick - Mental Simulation, Imagination, and Model-Based Deep RL @ UCL DARK

Jacob Andreas - Grounded Language Learning Without Grounded Supervision @ UCL DARK

Jacob Andreas - Grounded Language Learning Without Grounded Supervision @ UCL DARK

Yuandong Tian - Finding Good Representation for Search and Exploration in RL @ UCL DARK

Yuandong Tian - Finding Good Representation for Search and Exploration in RL @ UCL DARK

Simon Lucas - Evolutionary Algorithms and Game AI @ UCL DARK

Simon Lucas - Evolutionary Algorithms and Game AI @ UCL DARK

Jakob Foerster - Learning to Cooperate, Communicate and Coordinate @ UCL DARK

Jakob Foerster - Learning to Cooperate, Communicate and Coordinate @ UCL DARK

Julian Togelius - Increasing Generality in Reinforcement Learning through PCG @ UCL DARK

Julian Togelius - Increasing Generality in Reinforcement Learning through PCG @ UCL DARK

Yejin Choi - Intuitive Reasoning as (Un)supervised Neural Generation @ UCL DARK

Yejin Choi - Intuitive Reasoning as (Un)supervised Neural Generation @ UCL DARK

Natasha Jaques - Social Reinforcement Learning @ UCL DARK

Natasha Jaques - Social Reinforcement Learning @ UCL DARK