John Co-Reyes
4 papers · 2017–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (11)
🐣
Hot Topic Early Bird
👥
Mega-Team
(22)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
deep reinforcement learning
(2)
model-based planning
(1)
imitation learning
(1)
variational inference
(1)
autonomous driving
(1)
hierarchical reinforcement learning
(1)
novelty detection
(1)
exemplar models
(1)
intrinsic motivation
(1)
state-space model
(1)
latent representation
(1)
variational autoencoder
(1)
behavioral cloning
(1)
partial observation
(1)
multi-agent simulation
(1)
count-based exploration
(1)
trajectory embedding
(1)
unsupervised exploration
(1)
implicit density estimation
(1)
data-driven simulation
(1)
Papers
Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research
NIPS 2023
Information is Power: Intrinsic Control via Information Capture
NIPS 2021
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings
ICML 2018
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
NIPS 2017