Pinned Repositories
DeFIX
Codebase of paper "DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous Driving" published at ITSC 2022
IQ-Flow
Codebase of paper "IQ-Flow: Mechanism Design for Inducing Cooperative Behavior to Self-Interested Agents in Sequential Social Dilemmas" published at AAMAS 2023
ModularBaselines
A modular Reinforcement Learning research framework that provides independent components.
self-improving-RL
Codebase of paper "Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms" published at ICRA 2023
Data & Decision Lab's Repositories
data-and-decision-lab/DeFIX
Codebase of paper "DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous Driving" published at ITSC 2022
data-and-decision-lab/IQ-Flow
Codebase of paper "IQ-Flow: Mechanism Design for Inducing Cooperative Behavior to Self-Interested Agents in Sequential Social Dilemmas" published at AAMAS 2023
data-and-decision-lab/self-improving-RL
Codebase of paper "Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms" published at ICRA 2023
data-and-decision-lab/ModularBaselines
A modular Reinforcement Learning research framework that provides independent components.