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100 Results
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Workshop
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Fri 8:15 |
The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL Badr AlKhamissi · Muhammad ElNokrashy · Michael Spranger |
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Poster
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Thu 14:00 |
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning Mandi Zhao · Pieter Abbeel · Stephen James |
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Poster
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Thu 9:00 |
IMED-RL: Regret optimal learning of ergodic Markov decision processes Fabien Pesquerel · Odalric-Ambrym Maillard |
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Workshop
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The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL Badr AlKhamissi · Muhammad ElNokrashy · Michael Spranger |
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Workshop
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MOPA: a Minimalist Off-Policy Approach to Safe-RL Hao Sun · Ziping Xu · Zhenghao Peng · Meng Fang · Bo Dai · Bolei Zhou |
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Workshop
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Meta-RL for Multi-Agent RL: Learning to Adapt to Evolving Agents Matthias Gerstgrasser · David Parkes |
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Poster
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Tue 14:00 |
RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning Marc Rigter · Bruno Lacerda · Nick Hawes |
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Poster
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Wed 14:00 |
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping Hao Sun · Lei Han · Rui Yang · Xiaoteng Ma · Jian Guo · Bolei Zhou |
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Workshop
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A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow · Azamat Tulepbergenov · Ofir Nachum · Dhawal Gupta · Moonkyung Ryu · Mohammad Ghavamzadeh · Craig Boutilier |
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Workshop
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Fri 9:00 |
Property-Driven Evaluation of RL-Controllers in Self-Driving Datacenters Arnav Chakravarthy · Nina Narodytska · Asmitha Rathis · Marius Vilcu · Mahmood Sharif · Gagandeep Singh |
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Competition
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Tue 5:30 |
RL Track - Felipe Bivort Haiek |
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Poster
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Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning Riashat Islam · Hongyu Zang · Anirudh Goyal · Alex Lamb · Kenji Kawaguchi · Xin Li · Romain Laroche · Yoshua Bengio · Remi Tachet des Combes |