| 20260425_reca_integrated_acceleration_cooperative_embodied_agents | paper_analysis | llm, agent_architecture, memory_mechanism, embodied_ai, multi_hop_reasoning | georgia_tech, harvard_university | 100 | | | ReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents | | [object Object] | [object Object] | md | |
| 20260428_navigating_to_objects_in_the_real_world | paper_analysis | embodied_ai, reinforce_learning, sim_to_real, semantic_navigation | meta_ai, habitat_simulator | 100 | | | Navigating to objects in the real world | | [object Object] | [object Object] | md | |
| 20260430_hierarchically_depicting_vehicle_trajectory | paper_analysis | robotics, autonomous_driving, trajectory_planning, embodied_ai | zju_fast_lab | 100 | | | Hierarchically depicting vehicle trajectory with stability in complex environments | | [object Object] | [object Object] | md | |
| 20260507_learning_distilled_collaboration_graph_multi_agent_perception | paper_analysis | autonomous_driving, distributed_systems, embodied_ai, robotics | sjtu, nyu, rutgers_university | 100 | | | Learning Distilled Collaboration Graph for Multi-Agent Perception | | [object Object] | [object Object] | md | |
| 20260608_handoff_humanoid_agentic_whole_body_control | paper_analysis | embodied_ai, robotics, agent_architecture, multimodal, sim_to_real | caltech, ihmc, unitree, mixture_of_experts, kl_distillation | 100 | | | HANDOFF: Humanoid Agentic Task-Space Whole-Body Control via Distilled Complementary Teachers | Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads, Navigating to objects in the real world | [object Object] | [object Object] | md | |
| 20260617_evolvenav_proactive_preflection_self_evolving_memory | paper_analysis | embodied_ai, semantic_navigation, self_evolving_agents, llm, memory_mechanism | hkust_gz, nanyang_technological_university, habitat_simulator | 100 | | | EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation | | [object Object] | [object Object] | md | |
| 20260624_evoarena_tracking_memory_evolution | paper_analysis | memory_mechanism, agent_architecture, llm, evaluation, embodied_ai | nus, ntu, terminalbench_2 | 100 | | | EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments | Self-Harness: Harnesses That Improve Themselves | [object Object] | [object Object] | md | |
| 20260628_omniact_omnimodal_embodied_agents | paper_analysis | embodied_ai, agent_architecture, long_term_memory, multimodal, robotics, reasoning | fudan_university, memgpt | 100 | | | Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomy | memgpt_towards_llms_as_operating_systems, memory_os_of_ai_agent, reca_integrated_acceleration_cooperative_embodied_agents | [object Object] | [object Object] | md | |
| 20260703_self_evolving_world_models_llm_agent_planning | paper_analysis | world_model, self_evolving_agents, memory_mechanism, embodied_ai, reasoning | nus, alfworld, deepmind | 100 | | | Self-Evolving World Models for LLM Agent Planning | from_tokens_to_states_llms_world_models, world_models_in_pieces_structural_certification, memory_r1_enhancing_llm_agents_manage_utilize_memories_rl, stop_comparing_llm_agents_without_disclosing_harness | [object Object] | [object Object] | md | |
| 20260707_evopolicygym_evaluating_autonomous_policy_evolution | paper_analysis | embodied_ai, reinforce_learning, self_evolving_agents, evaluation, agent_architecture | cuhk_shenzhen, sjtu, tsinghua_university, ustc | 100 | | | EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments | demopsd_disagreement_modulated_policy_self_distillation, llm_agents_social_structure_latent_objective_emergence, recontext_recursive_evidence_replay, evolvenav_proactive_preflection_self_evolving_memory | [object Object] | [object Object] | md | |
| 20260710_loger_long_context_geometric_reconstruction | paper_analysis | long_term_memory, memory_mechanism, embodied_ai, multimodal, deep_learning | loger, google_deepmind, kitti, vbr | 100 | | | LoGeR: Long-Context Geometric Reconstruction with Hybrid Memory | | [object Object] | [object Object] | md | |