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The 2021 schedule is still incomplete
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Oral
Tue Jul 20 07:00 AM -- 07:20 AM (PDT)
Skill Discovery for Exploration and Planning using Deep Skill Graphs
In Reinforcement Learning and Planning 2
Akhil Bagaria · Jason Senthil · George Konidaris
[ Paper ]
Spotlight
Tue Jul 20 07:20 AM -- 07:25 AM (PDT)
Learning Routines for Effective Off-Policy Reinforcement Learning
In Reinforcement Learning and Planning 2
Edoardo Cetin · Oya Celiktutan
[ Paper ]
Spotlight
Tue Jul 20 07:25 AM -- 07:30 AM (PDT)
PODS: Policy Optimization via Differentiable Simulation
In Reinforcement Learning and Planning 2
Miguel Angel Zamora Mora · Momchil Peychev · Sehoon Ha · Martin Vechev · Stelian Coros
[ Paper ]
Spotlight
Tue Jul 20 07:30 AM -- 07:35 AM (PDT)
Learning and Planning in Complex Action Spaces
In Reinforcement Learning and Planning 2
Thomas Hubert · Julian Schrittwieser · Ioannis Antonoglou · Mohammadamin Barekatain · Simon Schmitt · David Silver
[ Paper ]
Spotlight
Tue Jul 20 07:35 AM -- 07:40 AM (PDT)
Model-Based Reinforcement Learning via Latent-Space Collocation
In Reinforcement Learning and Planning 2
Oleh Rybkin · Chuning Zhu · Anusha Nagabandi · Kostas Daniilidis · Igor Mordatch · Sergey Levine
[ Paper ]
Spotlight
Tue Jul 20 07:40 AM -- 07:45 AM (PDT)
Vector Quantized Models for Planning
In Reinforcement Learning and Planning 2
Sherjil Ozair · Yazhe Li · Ali Razavi · Ioannis Antonoglou · Aäron van den Oord · Oriol Vinyals
[ Paper ]
Spotlight
Tue Jul 20 07:45 AM -- 07:50 AM (PDT)
LTL2Action: Generalizing LTL Instructions for Multi-Task RL
In Reinforcement Learning and Planning 2
Pashootan Vaezipoor · Andrew C Li · Rodrigo A Toro Icarte · Sheila McIlraith
[ Paper ]
Q&A
Tue Jul 20 07:50 AM -- 07:55 AM (PDT)
Q&A
In Reinforcement Learning and Planning 2