Applications

Imitation Bootstrapped Reinforcement Learning RSS 2024 IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making IJCAI 2024 Implicit Curriculum in Procgen Made Explicit NeurIPS 2024 Implicit Graph Search for Planning on Graphs of Convex Sets RSS 2024 Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games ICML 2024 Increasing information for model predictive control with semi-Markov decision processes L4DC 2024 Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation NeurIPS 2024 Independent Learning in Constrained Markov Potential Games AISTATS 2024 In-Flight Attitude Control of a Quadruped using Deep Reinforcement Learning CoRL 2024 Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space NeurIPS 2024 Instance-aware Exploration-Verification-Exploitation for Instance ImageGoal Navigation CVPR 2024 Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems NeurIPS 2024 Intelligent Switching for Reset-Free RL ICLR 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NeurIPS 2024 I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives AAAI 2024 Iterative Regularized Policy Optimization with Imperfect Demonstrations ICML 2024 iVideoGPT: Interactive VideoGPTs are Scalable World Models NeurIPS 2024 Jacta: A Versatile Planner for Learning Dexterous and Whole-body Manipulation CoRL 2024 JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments RSS 2024 Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm NeurIPS 2024 Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning ACL 2024 LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning ICML 2024 Learn How to See: Collaborative Embodied Learning for Object Detection and Camera Adjusting AAAI 2024 Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training NeurIPS 2024 Learning and deploying robust locomotion policies with minimal dynamics randomization L4DC 2024