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Poster
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Thu 9:00 |
Learning General World Models in a Handful of Reward-Free Deployments Yingchen Xu · Jack Parker-Holder · Aldo Pacchiano · Philip Ball · Oleh Rybkin · S Roberts · Tim Rocktäschel · Edward Grefenstette |
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Poster
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Wed 9:00 |
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal |
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Workshop
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Fri 11:40 |
A High-Throughput Platform for Efficient Exploration of Polypeptides Chemical Space via Automation and Machine Learning Guangqi Wu · Connor Coley · Hua Lu |
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Workshop
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Efficient Exploration using Model-Based Quality-Diversity with Gradients Bryan Lim · Manon Flageat · Antoine Cully |
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Workshop
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Integrating Episodic and Global Bonuses for Efficient Exploration Mikael Henaff · Minqi Jiang · Roberta Raileanu |
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Poster
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Tue 9:00 |
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning Dilip Arumugam · Benjamin Van Roy |