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opponent modeling

36 papers

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OM

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multi-agent system (1819) game theory (854) reinforcement learning (4352) multi-agent reinforcement learning (538) game ai (121) bayesian inference (1907) large language model (13587) multi-agent learning (98) policy learning (702) game artificial intelligence (23)

Papers

Foresight Optimization for Strategic Reasoning in Large Language Models ACL 2026
BDI-based Opponent Modeling and Strategy Generation for Multi-Issue Negotiation (Student Abstract) AAAI 2026
Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025
An Open-Ended Learning Framework for Opponent Modeling AAAI 2025
LLM-Based Explicit Models of Opponents for Multi-Agent Games NAACL 2025
ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization EMNLP 2025
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games NIPS 2024
Opponent Modeling with In-context Search NIPS 2024
Opponent Modeling based on Subgoal Inference NIPS 2024
Smart Help: Strategic Opponent Modeling for Proactive and Adaptive Robot Assistance in Households CVPR 2024
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments ACL 2024
Opponent-Model Search in Games with Incomplete Information AAAI 2024
Opponent-Limited Online Search for Imperfect Information Games ICML 2023
An effective negotiating agent framework based on deep offline reinforcement learning UAI 2023
Strategic Knowledge Transfer JMLR 2023
BRExIt: On Opponent Modelling in Expert Iteration IJCAI 2023
A Robust and Opponent-Aware League Training Method for StarCraft II NIPS 2023
Proximal Learning With Opponent-Learning Awareness NIPS 2022
Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022
Model-Based Opponent Modeling NIPS 2022
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation NAACL 2022
Improving Dialog Systems for Negotiation with Personality Modeling IJCNLP 2021
Random Forests for Opponent Hand Estimation in Gin Rummy AAAI 2021
Evaluating Gin Rummy Hands Using Opponent Modeling and Myopic Meld Distance AAAI 2021
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts IJCAI 2021