Richard Liaw
4 papers · 2018–2020 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13)
📈
Trend Setter
Conferences
CORL (1)
ICLR (1)
ICML (1)
OSDI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
distributed computing
(2)
autonomous vehicle
(1)
parallel computation
(1)
task parallel computation
(1)
actor model
(1)
fault tolerant system
(1)
hierarchical control
(1)
distributed reinforcement learning
(1)
mixed-autonomy traffic
(1)
control technique
(1)
scalable software
(1)
task parallel
(1)
deep reinforcement learning
(1)
dynamic execution
(1)
policy optimization
(1)
Papers
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks
ICLR 2020
Benchmarks for reinforcement learning in mixed-autonomy traffic
CORL 2018
RLlib: Abstractions for Distributed Reinforcement Learning
ICML 2018
Ray: A Distributed Framework for Emerging AI Applications
OSDI 2018