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Poster
Tue 10:45 Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
Sebastian Tschiatschek · Ahana Ghosh · Luis Haug · Rati Devidze · Adish Singla
Poster
Thu 10:45 Multi-objective Bayesian optimisation with preferences over objectives
Majid Abdolshah · Alistair Shilton · Santu Rana · Sunil Gupta · Svetha Venkatesh
Poster
Tue 10:45 Regret Bounds for Learning State Representations in Reinforcement Learning
Ronald Ortner · Matteo Pirotta · Alessandro Lazaric · Ronan Fruit · Odalric-Ambrym Maillard
Demonstration
Wed 17:00 F1/10: An open-source 1/10th scale platform for autonomous racing and reinforcement learning
Matthew O'Kelly · Dhruv Karthik · Hongrui Zheng · Joseph Auckley · Siddharth Singh · Shashank D Prasad · Kim Luong · Matthew R Lebermann · Rahul Mangharam
Poster
Wed 17:00 Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy
Boyi Liu · Qi Cai · Zhuoran Yang · Zhaoran Wang