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Filippos Christianos

Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning

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Dec 22, 2023
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Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models

Oct 27, 2023
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Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks

Sep 28, 2023
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SMAClite: A Lightweight Environment for Multi-Agent Reinforcement Learning

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May 09, 2023
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Revisiting the Gumbel-Softmax in MADDPG

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Feb 23, 2023
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Planning with Occluded Traffic Agents using Bi-Level Variational Occlusion Models

Oct 26, 2022
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Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning

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Sep 28, 2022
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Deep Reinforcement Learning for Multi-Agent Interaction

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Aug 02, 2022
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Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning

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Jul 05, 2022
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Decoupling Exploration and Exploitation in Reinforcement Learning

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Jul 22, 2021
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