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(31)
김동민
(5)
김민경
(5)
김재훈
(4)
민예린
(5)
이동진
(8)
이민경
(3)
홍준형
(1)
김동민
[논문 리뷰] 1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
| 19 Mar 2026
[논문 리뷰] Offline Reinforcement Learning with Implicit Q-Learning
| 08 Jan 2026
[논문 리뷰] Dual RL: Unification and New Methods for Reinforcement and Imitation Learning
| 23 Oct 2025
[논문 리뷰] RLRC: Reinforcement Learning-based Recovery for Compressed Vision-Language-Action Models
| 07 Aug 2025
[논문 리뷰] Reinforcement Learning Upside Down: Don't Predict Rewards -- Just Map Them to Actions
| 22 May 2025
김민경
[논문 리뷰] Reinforcement Learning with Verifiable Rewards Incentivizes Correct Reasoning in Base LLMs
| 05 Feb 2026
[논문 리뷰] Direct Preference Optimization: Your Language Model is Secretly a Reward Model
| 13 Nov 2025
[논문 리뷰] Direct Preference-based Policy Optimization without Reward Modeling
| 04 Sep 2025
[논문 리뷰] Preference Transformer: Modeling Human Preferences Using Transformers for RL
| 12 Jun 2025
[논문 리뷰] SURF: semi-supervised reward learning with data augmentation for feedback-efficient preference-based reinforcement learning
| 20 Mar 2025
김재훈
[논문 리뷰] SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
| 27 Nov 2025
[논문 리뷰] FLaRe: Achieving Masterful and Adaptive Robot Policies with Large-Scale Reinforcement Learning Fine-Tuning
| 18 Sep 2025
[논문 리뷰] FastTD3: Simple, Fast, and Capable Reinforcement Learning for Humanoid Control
| 26 Jun 2025
[논문 리뷰] Jump-Start Reinforcement Learning
| 03 Apr 2025
민예린
[논문 리뷰] DAPO: An Open-Source LLM Reinforcement Learning System at Scale
| 12 Feb 2026
[논문 리뷰] Dual Goal Representations
| 20 Nov 2025
[논문 리뷰] In-Context Reinforcement Learning via Communicative World Models
| 11 Sep 2025
[논문 리뷰] Diffusion Guidance Is a Controllable Policy Improvement Operator
| 19 Jun 2025
[논문 리뷰] Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone
| 27 Mar 2025
이동진
[논문 리뷰] EXPO: Stable Reinforcement Learning with Expressive Policies
| 02 Apr 2026
[논문 리뷰] Flow Matching Policy Gradients
| 05 Mar 2026
[논문 리뷰] Horizon Reduction Makes RL Scalable
| 11 Dec 2025
[논문 리뷰] Prioritized Generative Replay
| 02 Oct 2025
[논문 리뷰] SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics
| 31 Jul 2025
[논문 리뷰] Sample-Efficient Reinforcement Learning with Action Chunking
| 24 Jul 2025
[논문 리뷰] Towards General-Purpose Model-Free Reinforcement Learning
| 08 May 2025
[논문 리뷰] Flow Q-Learning
| 27 Feb 2025
이민경
[논문 리뷰] Reference Grounded Skill Discovery
| 16 Oct 2025
[논문 리뷰] Steering Your Diffusion Policy with Latent Space Reinforcement Learning
| 17 Jul 2025
[논문 리뷰] Planning with Diffusion for Flexible Behavior Synthesis
| 10 Apr 2025
홍준형
[논문 리뷰] Temporal Difference Flows
| 30 Oct 2025