MiniGrid

Papers using MiniGrid (13)

Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments For Goal-oriented Tasks2023 · 4 citesAdaptive Context Length Optimization with Low-Frequency Truncation for Multi-Agent Reinforcement Learning2025 · 3 citesAgentSpec: Understanding Embodied Agent Scaffolds Through Controlled Composition2026When LLM Reward Design Fails: Diagnostic-Driven Refinement for Sparse Structured RL2026World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry2026Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs2025Code-driven Planning In Grid Worlds With Large Language Models2025Software Engineering Agents For Embodied Controller Generation : A Study In Minigrid Environments2025A representational framework for learning and encoding structurally enriched trajectories in complex agent environments2025WFA-IRL: Inverse Reinforcement Learning Of Autonomous Behaviors Encoded As Weighted Finite Automata2021 · 1 citesSuccessor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning2021 · 6 citesXLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX2023 · 2 citesLLM Augmented Hierarchical Agents2023 · 1 cites