Summary of Return Augmented Decision Transformer For Off-dynamics Reinforcement Learning, by Ruhan Wang et al.
Return Augmented Decision Transformer for Off-Dynamics Reinforcement Learningby Ruhan Wang, Yu Yang, Zhishuai Liu, Dongruo…
Summary of Kinetix: Investigating the Training Of General Agents Through Open-ended Physics-based Control Tasks, by Michael Matthews et al.
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasksby Michael Matthews, Michael…
Summary of Grounding by Trying: Llms with Reinforcement Learning-enhanced Retrieval, By Sheryl Hsu et al.
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrievalby Sheryl Hsu, Omar Khattab, Chelsea Finn, Archit…
Summary of Visualpredicator: Learning Abstract World Models with Neuro-symbolic Predicates For Robot Planning, by Yichao Liang et al.
VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planningby Yichao Liang, Nishanth Kumar,…
Summary of Online Intrinsic Rewards For Decision Making Agents From Large Language Model Feedback, by Qinqing Zheng et al.
Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedbackby Qinqing Zheng, Mikael…
Summary of Offline Reinforcement Learning and Sequence Modeling For Downlink Link Adaptation, by Samuele Peri et al.
Offline Reinforcement Learning and Sequence Modeling for Downlink Link Adaptationby Samuele Peri, Alessio Russo, Gabor…
Summary of Offline Behavior Distillation, by Shiye Lei et al.
Offline Behavior Distillationby Shiye Lei, Sen Zhang, Dacheng TaoFirst submitted to arxiv on: 30 Oct…
Summary of Solving Minimum-cost Reach Avoid Using Reinforcement Learning, by Oswin So et al.
Solving Minimum-Cost Reach Avoid using Reinforcement Learningby Oswin So, Cheng Ge, Chuchu FanFirst submitted to…
Summary of A Large Recurrent Action Model: Xlstm Enables Fast Inference For Robotics Tasks, by Thomas Schmied et al.
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasksby Thomas Schmied, Thomas…
Summary of Hindsight Experience Replay Accelerates Proximal Policy Optimization, by Douglas C. Crowder et al.
Hindsight Experience Replay Accelerates Proximal Policy Optimizationby Douglas C. Crowder, Darrien M. McKenzie, Matthew L.…