Ben Eysenbach
7 papers · 2019–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
NIPS (6)
CORL (1)
Top co-authors
Keywords
reinforcement learning
(3)
inverse reinforcement learning
(2)
reward function
(2)
imitation learning
(2)
information bottleneck
(1)
density estimation
(1)
curriculum learning
(1)
weakly supervised learning
(1)
policy learning
(1)
visual navigation
(1)
value function
(1)
continuous control
(1)
model-based reinforcement learning
(1)
efficient exploration
(1)
replay buffer
(1)
meta-reinforcement learning
(1)
goal-conditioned policy
(1)
sparse reward
(1)
goal-conditioned reinforcement learning
(1)
robust control
(1)
Papers
Robust Predictable Control
NIPS 2021
Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification
NIPS 2021
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
NIPS 2020
Weakly-Supervised Reinforcement Learning for Controllable Behavior
NIPS 2020
f-IRL: Inverse Reinforcement Learning via State Marginal Matching
CORL 2020
Unsupervised Curricula for Visual Meta-Reinforcement Learning
NIPS 2019
Search on the Replay Buffer: Bridging Planning and Reinforcement Learning
NIPS 2019