Search All 2022 Events
 

10 Results

<<   <   Page 1 of 1   >>   >
Poster
Wed 14:00 Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping
Hao Sun · Lei Han · Rui Yang · Xiaoteng Ma · Jian Guo · Bolei Zhou
Workshop
Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines
Andrew Li · Zizhao Chen · Pashootan Vaezipoor · Toryn Klassen · Rodrigo Toro Icarte · Sheila McIlraith
Workshop
Evidence accumulation in deep RL agents powered by a cognitive model
James Mochizuki-Freeman · Sahaj Singh Maini · Zoran Tiganj
Workshop
Fri 13:30 The World is not Uniformly Distributed; Important Implications for Deep RL
Stephanie Chan
Poster
Tue 9:00 The Phenomenon of Policy Churn
Tom Schaul · Andre Barreto · John Quan · Georg Ostrovski
Poster
Thu 14:00 Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress
Rishabh Agarwal · Max Schwarzer · Pablo Samuel Castro · Aaron Courville · Marc Bellemare
Poster
An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context
Xiaoyu Chen · Xiangming Zhu · Yufeng Zheng · Pushi Zhang · Li Zhao · Wenxue Cheng · Peng CHENG · Yongqiang Xiong · Tao Qin · Jianyu Chen · Tie-Yan Liu
Poster
Tue 14:00 RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning
Marc Rigter · Bruno Lacerda · Nick Hawes
Poster
Tue 14:00 Deep Hierarchical Planning from Pixels
Danijar Hafner · Kuang-Huei Lee · Ian Fischer · Pieter Abbeel
Poster
Tue 9:00 Improving Intrinsic Exploration with Language Abstractions
Jesse Mu · Victor Zhong · Roberta Raileanu · Minqi Jiang · Noah Goodman · Tim Rockt√§schel · Edward Grefenstette