ICRA 2026 Past RoboticsReinforcement learning

IEEE ICRA 2026 Workshop on Cross-Disciplinary aspects of Exploration in Robotics, Reinforcement Learning and Search (Xplore)

IEEE ICRA 2026 Workshop Xplore

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Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (26)

Fetched from OpenReview (v2) on 2026-06-10.

  1. Bayesian Optimization for Learning Nonlinear MPC in Autonomous Agent Navigation

    Lorenzo Ortolani, Gabriel Voss, Gabriele Beltrami, Francesco Dorati, Tommaso Felice Banfi · PDF
  2. BEACON: Belief-Aware Replanning for Safe Online Motion Planning

    Ishita Banerjee, Maggie Yufei Bai, Soptorshi Ghosh, Rhea Senan, Ayushi Mehrotra · PDF
  3. Beyond Reactive Adaptation: Long-Horizon Memory for Autonomous Racing via State Space Models

    Grzegorz Czechmanowski, Jan Węgrzynowski, Piotr Kicki, Krzysztof Walas · PDF
  4. CACTO-BIC: Scalable Actor-Critic Learning via Biased Sampling and GPU-Accelerated Trajectory Optimization

    Elisa Alboni, Pietro Noah Crestaz, Elias Fontanari, Andrea Del Prete
  5. Coupling-Aware Planner Exploration for Shared-Workspace Multi-Manipulator Motion Planning

    Rahul Vimalkanth
  6. CRAFT: Coaching Reinforcement Learning Autonomously using Foundation Models for Multi-Robot Coordination Tasks

    Seoyeon Choi, Kanghyun Ryu, Jonghoon Ock, Negar Mehr
  7. Efficient Rare-Event Sampling in Diffusion Policies for Motion Discovery

    Dian Yu, Sebastian Sanokowski, Majid Khadiv
  8. Exploration-Exploitation Prompting: A Dual-Process Framework for Complex Mathematical Problem Solving

    Aniket Deroy · PDF
  9. Feasibility-Constrained Diffusion-MPC for Discrete Combinatorial Planning: A Case Study on Tetris

    Haochuan Wang
  10. From Exploration to Reuse: An Embodied Agent Framework for Manipulation Skill Learning

    Mohamed Roshdi, Alexander Zorn, Jörg Kindermann, Hermann Blum
  11. From Simulation to Contact: A Modular Wrench-Space Deployment Stack for Multi-Task Robot Manipulation

    Aditya Narendra, Abdalla Swikir
  12. GPS-Denied Rover Motion Regulation as a Physically Grounded POMDP for Recurrent Reinforcement Learning

    Saki Omi, Miguel Olivares-Mendez
  13. Graph-Structured Reinforcement Learning for Controlling a Transformable-Wheel Robot

    Haoqi Tang, James Clinton, Anthony J. Clark, Neil Chulani · PDF
  14. IFG: Internet-Scale Guidance for Functional Grasping Generation

    Muxin Liu, Mingxuan Li, Kenneth Shaw, Deepak Pathak
  15. Learning Temporally and State-Abstracted World Models for Long-Horizon Exploration

    William Huang, Benjamin Freed · PDF
  16. LLM-Guided Future Hypotheses for Horizon-Aware Exploration in Multi-Step Robot Manipulation

    Mohammad Khoshnazar, Andrew Melnik, Michael Beetz · PDF
  17. MineXplore: An Open-Source Reinforcement Learning Exploration Benchmark for GNSS-Denied Underground Environment

    Badrikanath Praharaj, Sreeram M.V, ABHISHEK S · PDF
  18. Mixture of Autoencoder Experts Guidance using Unlabeled and Incomplete Data for Exploration in Reinforcement Learning

    Elias Malomgré, Pieter Simoens · PDF
  19. Mobile robots exploration strategies and requirements: A systematic mapping study

    Davide Brugali, Luca Muratore
  20. Multi-Robot Frontier-Based Exploration under Uncertainty with SLAM and Temporal Map Fusion

    Nandhini Sriram, Shubhankit Tewari, Narayani Adane, Sudharsan, Ajan Muthuraj, Atriya Biswas
  21. Representation-Driven Exploration for Long-Horizon Manipulation

    Andrea Protopapa, Davide Buoso, Francesca Pistilli, Giuseppe Averta
  22. Stability-Guided Exploration for Diverse Motion Generation

    Eckart Cobo-Briesewitz, Tilman Burghoff, Denis Shcherba, Armand Jordana, Marc Toussaint · PDF
  23. Towards Semantic-Aware Active Gas Distribution Mapping in Unknown Cluttered Environments

    Mal Fazliu, Cunjia Liu
  24. Truncated Gaussian Policy for Debiased Exploration in Continuous Control

    Ganghun Lee, Minji Kim, Minsu Lee, Byoung-Tak Zhang · PDF
  25. Variable-Resolution Virtual Map Guided Informed Tree Search for Autonomous USV Exploration

    Ye Li, Mal Fazliu, Yewei Huang, Alberto Quattrini Li, Brendan Englot, Cunjia Liu, Yuanchang Liu · PDF
  26. Variable-Resolution Virtual Maps for Autonomous Exploration with Unmanned Surface Vehicles (USVs)

    Ye Li, Yewei Huang, Wenlong Gaozhang, Alberto Quattrini Li, Brendan Englot, Yuanchang Liu · PDF