conftrace_

in-context reinforcement learning

9 papers

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Also known as

ICRL

Co-occurring keywords · papers mentioning both

algorithm distillation (2) meta-reinforcement learning (2) supervised pretraining (1) agentic framework (1) cross domain (1) generalist agent (1) behavioral policies (1) decision-pretrained transformer (1) weighted maximum likelihood estimation (1) action model (1)

Papers

An Open-Ended Learning Framework for Opponent Modeling AAAI 2025 Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents ACL 2025 Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning ICLR 2025 In-Context Reinforcement Learning From Suboptimal Historical Data ICML 2025 Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning ICLR 2025 Vintix: Action Model via In-Context Reinforcement Learning ICML 2025 XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning ICLR 2025 AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents ICLR 2024 Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining ICLR 2024