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Workshop
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Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
Murtaza Dalal · Tarun Chiruvolu · Devendra Singh Chaplot · Russ Salakhutdinov
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Workshop
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Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
Murtaza Dalal · Tarun Chiruvolu · Devendra Singh Chaplot · Russ Salakhutdinov
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Workshop
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Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
Murtaza Dalal · Tarun Chiruvolu · Devendra Singh Chaplot · Russ Salakhutdinov
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Workshop
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Sat 9:35
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POMRL: No-Regret Learning-to-Plan with Increasing Horizons
Khimya Khetarpal · Claire Vernade · Brendan O'Donoghue · Satinder Singh · Tom Zahavy
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Poster
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Wed 15:00
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Bayesian Risk-Averse Q-Learning with Streaming Observations
Yuhao Wang · Enlu Zhou
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Poster
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Thu 15:00
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Bridging RL Theory and Practice with the Effective Horizon
Cassidy Laidlaw · Stuart J Russell · Anca Dragan
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Poster
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Wed 15:00
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Hybrid Search for Efficient Planning with Completeness Guarantees
Kalle Kujanpää · Joni Pajarinen · Alexander Ilin
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Poster
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Wed 15:00
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Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings
Pulkit Verma · Rushang Karia · Siddharth Srivastava
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Poster
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Thu 8:45
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Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability
Hanlin Zhu · Amy Zhang
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Workshop
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Inverse Reinforcement Learning with Multiple Planning Horizons
Jiayu Yao · Finale Doshi-Velez · Barbara Engelhardt
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Poster
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Tue 15:15
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Replicability in Reinforcement Learning
Amin Karbasi · Grigoris Velegkas · Lin Yang · Felix Zhou
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Poster
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Wed 15:00
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EDGI: Equivariant Diffusion for Planning with Embodied Agents
Johann Brehmer · Joey Bose · Pim de Haan · Taco Cohen
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