Oswin So
9 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (9)
🌈
Renaissance Researcher
(6)
🔥
Unstoppable
(5)
Conferences
RSS (5)
NIPS (2)
ICLR (1)
L4DC (1)
Top co-authors
Keywords
optimal control
(3)
model predictive control
(3)
variational inference
(2)
reinforcement learning
(2)
constrained optimization
(2)
forward-backward stochastic differential equation
(2)
control barrier function
(2)
distributional reinforcement learning
(1)
stochastic control
(1)
constraint satisfaction
(1)
particle filter
(1)
adaptive control
(1)
stochastic optimal control
(1)
conditional value-at-risk
(1)
entropy regularization
(1)
schrödinger bridge
(1)
minimum-cost optimization
(1)
reach-avoid problem
(1)
hamilton-jacobi reachability
(1)
cost minimization
(1)
Papers
Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control
ICLR 2025
Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functions
RSS 2025
Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL
RSS 2025
Solving Minimum-Cost Reach Avoid using Reinforcement Learning
NIPS 2024
Solving Stabilize-Avoid via Epigraph Form Optimal Control using Deep Reinforcement Learning
RSS 2023
Deep Generalized Schrödinger Bridge
NIPS 2022
Decentralized Safe Multi-agent Stochastic Optimal Control using Deep FBSDEs and ADMM
RSS 2022
Variational Inference MPC using Tsallis Divergence
RSS 2021
Adaptive Risk Sensitive Model Predictive Control with Stochastic Search
L4DC 2021