Applications

E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance NeurIPS 2022 Empirical Gateaux Derivatives for Causal Inference NeurIPS 2022 End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps CVPR 2022 Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments NeurIPS 2022 EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NeurIPS 2022 Equivariant Networks for Zero-Shot Coordination NeurIPS 2022 Equivariant Transporter Network RSS 2022 Evaluating the perceived safety of urban city via maximum entropy deep inverse reinforcement learning ACML 2022 Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex NeurIPS 2022 Evolving Curricula with Regret-Based Environment Design ICML 2022 Exploration via Planning for Information about the Optimal Trajectory NeurIPS 2022 Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates CoRL 2022 Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022 Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents AAAI 2022 Factory: Fast Contact for Robotic Assembly RSS 2022 Failure Prediction with Statistical Guarantees for Vision-Based Robot Control RSS 2022 Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation AAAI 2022 Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022 Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022 Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022 FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning NeurIPS 2022 ForeSI: Success-Aware Visual Navigation Agent WACV 2022 Fundamental Performance Limits for Sensor-Based Robot Control and Policy Learning RSS 2022 FuseBot: RF-Visual Mechanical Search RSS 2022 Gaze Complements Control Input for Goal Prediction During Assisted Teleoperation RSS 2022