{"total":41,"rows":[{"id":"2102.06177","title":"Multi-Task Reinforcement Learning with Context-based Representations","created":"2021-02-11","cited_by_count":174,"area":null},{"id":"2106.08261","title":"Physion: Evaluating Physical Prediction from Vision in Humans and Machines","created":"2021-06-15","cited_by_count":153,"area":null},{"id":"2408.03943","title":"Building Machines that Learn and Think with People","created":"2024-07-22","cited_by_count":73,"area":null},{"id":"2111.03042","title":"Unsupervised Learning of Compositional Energy Concepts","created":"2021-11-04","cited_by_count":71,"area":null},{"id":"2406.06391","title":"Towards Lifelong Learning of Large Language Models: A Survey","created":"2024-06-10","cited_by_count":64,"area":null},{"id":"2107.12544","title":"Human-Level Reinforcement Learning through Theory-Based Modeling, Exploration, and Planning","created":"2021-07-27","cited_by_count":43,"area":null},{"id":"2212.03574","title":"Learning rigid dynamics with face interaction graph networks","created":"2022-12-07","cited_by_count":43,"area":null},{"id":"2402.02511","title":"PoCo: Policy Composition from and for Heterogeneous Robot Learning","created":"2024-02-04","cited_by_count":42,"area":null},{"id":"2403.11085","title":"m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks","created":"2024-03-17","cited_by_count":38,"area":null},{"id":"2202.00728","title":"Physical Design using Differentiable Learned Simulators","created":"2022-02-01","cited_by_count":37,"area":null},{"id":"2109.03351","title":"Capturing the objects of vision with neural networks","created":"2021-09-07","cited_by_count":21,"area":null},{"id":"2510.07550","title":"TRAVL: A Recipe for Making Video-Language Models Better Judges of Physics Implausibility","created":"2025-10-08","cited_by_count":18,"area":null},{"id":"2312.03009","title":"I-PHYRE: Interactive Physical Reasoning","created":"2023-12-04","cited_by_count":15,"area":null},{"id":"2206.08353","title":"Towards Understanding How Machines Can Learn Causal Overhypotheses","created":"2022-06-16","cited_by_count":14,"area":null},{"id":"2210.02075","title":"On the Learning Mechanisms in Physical Reasoning","created":"2022-10-05","cited_by_count":11,"area":null},{"id":"2108.13696","title":"Phy-Q as a measure for physical reasoning intelligence","created":"2021-08-31","cited_by_count":10,"area":null},{"id":"2203.05775","title":"A Thermodynamics-informed Active Learning Approach to Perception and Reasoning about Fluids","created":"2022-03-11","cited_by_count":9,"area":null},{"id":"2312.10728","title":"Benchmarks for Physical Reasoning AI","created":"2023-12-17","cited_by_count":8,"area":null},{"id":"2202.10430","title":"Learning Causal Overhypotheses through Exploration in Children and Computational Models","created":"2022-02-21","cited_by_count":7,"area":null},{"id":"2206.14998","title":"Understanding Physical Effects for Effective Tool-use","created":"2022-06-30","cited_by_count":7,"area":null},{"id":"2311.00754","title":"Learning to Design and Use Tools for Robotic Manipulation","created":"2023-11-01","cited_by_count":7,"area":null},{"id":"2402.15767","title":"PhyPlan: Compositional and Adaptive Physical Task Reasoning with Physics-Informed Skill Networks for Robot Manipulators","created":"2024-02-24","cited_by_count":6,"area":null},{"id":"2602.00148","title":"Learning Physics-Grounded 4D Dynamics with Neural Gaussian Force Fields","created":"2026-01-29","cited_by_count":6,"area":null},{"id":"2210.12521","title":"H-SAUR: Hypothesize, Simulate, Act, Update, and Repeat for Understanding Object Articulations from Interactions","created":"2022-10-22","cited_by_count":3,"area":null},{"id":"2106.05654","title":"Visual scoping operations for physical assembly","created":"2021-06-10","cited_by_count":2,"area":null},{"id":"2501.10476","title":"Revisiting Rogers' Paradox in the Context of Human-AI Interaction","created":"2025-01-16","cited_by_count":2,"area":null},{"id":"2505.22861","title":"Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2106.08670","title":"The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds","created":"2021-06-16","cited_by_count":1,"area":null},{"id":"2106.09692","title":"Hi-Phy: A Benchmark for Hierarchical Physical Reasoning","created":"2021-06-17","cited_by_count":1,"area":null},{"id":"2205.06485","title":"Modeling Human Behavior Part I -- Learning and Belief Approaches","created":"2022-05-13","cited_by_count":1,"area":null},{"id":"2502.08987","title":"Neural Force Field: Few-shot Learning of Generalized Physical Reasoning","created":"2025-02-13","cited_by_count":1,"area":null},{"id":"2504.09546","title":"A simulation-heuristics dual-process model for intuitive physics","created":"2025-04-13","cited_by_count":1,"area":null},{"id":"2511.15830","title":"Mini Amusement Parks (MAPs): A Testbed for Modelling Business Decisions","created":"2025-11-19","cited_by_count":1,"area":null},{"id":"2202.01108","title":"Learning to reason about and to act on physical cascading events","created":"2022-02-02","cited_by_count":0,"area":null},{"id":"2212.00258","title":"To think inside the box, or to think out of the box? Scientific discovery via the reciprocation of insights and concepts","created":"2022-12-01","cited_by_count":0,"area":null},{"id":"2308.02835","title":"Physics-Based Task Generation through Causal Sequence of Physical Interactions","created":"2023-08-05","cited_by_count":0,"area":null},{"id":"2406.00001","title":"PhyPlan: Generalizable and Rapid Physical Task Planning with Physics Informed Skill Networks for Robot Manipulators","created":"2024-04-22","cited_by_count":0,"area":null},{"id":"2505.22146","title":"Flexible Tool Selection through Low-dimensional Attribute Alignment of Vision and Language","created":"2025-05-28","cited_by_count":0,"area":null},{"id":"2604.09072","title":"Overhang Tower: Resource-Rational Adaptation in Sequential Physical Planning","created":"2026-04-10","cited_by_count":0,"area":null},{"id":"2606.04273","title":"Human agency in initial human-AI proof formalization workflows","created":"2026-06-02","cited_by_count":0,"area":null},{"id":"2610.02523","title":"Hypothesis-guided discovery of cognitive algorithms via program refinement","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}