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Spotlight
Wed 14:45 Reachability Constrained Reinforcement Learning
Dongjie Yu · Haitong Ma · Shengbo Li · Jianyu Chen
Poster
Wed 15:30 REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy Transfer
Xingyu Liu · Deepak Pathak · Kris Kitani
Poster
Thu 15:00 Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments
Ryan Sullivan · Jordan Terry · Benjamin Black · John P Dickerson
Spotlight
Wed 10:20 Analysis of Stochastic Processes through Replay Buffers
Shirli Di-Castro Shashua · Shie Mannor · Dotan Di Castro
Poster
Wed 15:30 Reachability Constrained Reinforcement Learning
Dongjie Yu · Haitong Ma · Shengbo Li · Jianyu Chen
Spotlight
Thu 11:50 Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks
Litian Liang · Yaosheng Xu · Stephen Mcaleer · Dailin Hu · Alexander Ihler · Pieter Abbeel · Roy Fox
Poster
Thu 15:00 Do Differentiable Simulators Give Better Policy Gradients?
Hyung Ju Suh · Max Simchowitz · Kaiqing Zhang · Russ Tedrake
Oral
Thu 11:05 Do Differentiable Simulators Give Better Policy Gradients?
Hyung Ju Suh · Max Simchowitz · Kaiqing Zhang · Russ Tedrake
Poster
Wed 15:30 Analysis of Stochastic Processes through Replay Buffers
Shirli Di-Castro Shashua · Shie Mannor · Dotan Di Castro
Poster
Thu 15:00 Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks
Litian Liang · Yaosheng Xu · Stephen Mcaleer · Dailin Hu · Alexander Ihler · Pieter Abbeel · Roy Fox
Spotlight
Wed 8:25 LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation
David Ireland · Giovanni Montana
Spotlight
Tue 13:35 IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data
Tian Gao · DEBARUN BHATTACHARJYA · Elliot Nelson · Miao Liu · Yue Yu