Subbarao Kambhampati
34 papers · 2012–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (7)
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Cross-Pollinator
(7)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(35)
π
Keyword Champion
π±
Topic Pioneer
π€
Dynamic Duo
(17)
π¬
Deep Specialist
(12)
π
Grand Slam
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Trend Setter
ποΈ
Keyword Collector
(131)
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Century Club
(32)
π₯
Unstoppable
(9)
β
The Questioner
(3)
β‘
Prolific Year
(5)
π
Conference Pioneer
Conferences
IJCAI (14)
AAAI (7)
NIPS (7)
ICLR (3)
ICML (2)
ACL (1)
Top co-authors
Keywords
automated planning
(8)
large language model
(5)
explanation generation
(4)
reinforcement learning
(3)
multi-agent system
(3)
explainable ai
(3)
model reconciliation
(3)
human-aware planning
(3)
contrastive explanation
(3)
human-ai interaction
(2)
symbolic planning
(2)
explainable planning
(2)
question answering
(2)
symbolic reasoning
(1)
sequential decision-making
(1)
hierarchical planning
(1)
decision making
(1)
multi-agent negotiation
(1)
natural language processing
(1)
in-context learning
(1)
Papers
Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation
ACL 2026
Who Is Helping Whom? Analyzing Inter-Dependencies to Evaluate Cooperation in Human-AI Teaming
AAAI 2026
On the self-verification limitations of large language models on reasoning and planning tasks
ICLR 2025
Explain It as Simple as Possible, but No Simpler β Explanation via Model Simplification for Addressing Inferential Gap (Abstract Reprint)
IJCAI 2025
Position: LLMs Canβt Plan, But Can Help Planning in LLM-Modulo Frameworks
ICML 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning
NIPS 2024
Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning
AAAI 2024
βWhy Didnβt You Allocate This Task to Them?β Negotiation-Aware Task Allocation and Contrastive Explanation Generation
AAAI 2024
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning
NIPS 2023
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences
ICLR 2023
On the Planning Abilities of Large Language Models - A Critical Investigation
NIPS 2023
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
NIPS 2023
Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters (Extended Abstract)
IJCAI 2023
Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
ICML 2022
Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems
AAAI 2022
On the Computational Complexity of Model Reconciliations
IJCAI 2022
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
ICLR 2022
A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI Interaction
IJCAI 2021
RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions
AAAI 2021
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
NIPS 2021
Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning
AAAI 2020
The Emerging Landscape of Explainable Automated Planning & Decision Making
IJCAI 2020
A Unified Framework for Planning in Adversarial and Cooperative Environments
AAAI 2019
Model-Free Model Reconciliation
IJCAI 2019
Balancing Explicability and Explanations in Human-Aware Planning
IJCAI 2019
Why Canβt You Do That HAL? Explaining Unsolvability of Planning Tasks
IJCAI 2019
Hierarchical Expertise Level Modeling for User Specific Contrastive Explanations
IJCAI 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning
IJCAI 2018
Plan Explanations as Model Reconciliation: Moving Beyond Explanation as Soliloquy
IJCAI 2017
Action-Model Acquisition from Noisy Plan Traces
IJCAI 2013
Synthesizing Robust Plans under Incomplete Domain Models
NIPS 2013
Listening to the Crowd: Automated Analysis of Events via Aggregated Twitter Sentiment
IJCAI 2013
Refining Incomplete Planning Domain Models through Plan Traces
IJCAI 2013
Action-Model Based Multi-agent Plan Recognition
NIPS 2012