TAG: star

2018-03 World Models	2020/07/30 15:30	Hyunsoo Park
2019-01 [POET] Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions	2021/07/29 16:39	Hyunsoo Park
2019-10 [VMPO] V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control	2020/06/05 17:22	Hyunsoo Park
2019-10 Grandmaster level in StarCraft II using multi-agent reinforcement learning	2020/07/12 04:38	Hyunsoo Park
2019-11 DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames	2021/08/06 06:53	Hyunsoo Park
2020-03 [POET] Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions	2021/07/29 16:36	Hyunsoo Park
2020-05 [MO-VMPO] A Distributional View on Multi-Objective Policy Optimization	2020/06/04 18:28	Hyunsoo Park
2020-05 Learning to Simulate Dynamic Environments with GameGAN	2020/07/23 15:34	Hyunsoo Park
2020-10 [MuZero] Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model	2020/07/12 04:42	Hyunsoo Park
2020-10 Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning	2020/11/02 15:30	Hyunsoo Park
2020-10 Smaller World Models for Reinforcement Learning	2021/08/05 05:39	Hyunsoo Park
2021-01 Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation	2021/06/28 14:37	Hyunsoo Park
2021-02 [PAIRED] Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design	2021/03/09 18:54	Hyunsoo Park
2021-06 Decision Transformer: Reinforcement Learning via Sequence Modeling	2021/07/17 15:51	Hyunsoo Park
2021-06 Reinforcement Learning as One Big Sequence Modeling Problem	2021/07/17 15:41	Hyunsoo Park
2021-07 [GOAT] Open-Ended Learning Leads to Generally Capable Agents	2021/07/28 01:11	Hyunsoo Park
2021-07 [MBRL] High-Accuracy Model-Based Reinforcement Learning, a Survey	2021/07/20 05:09	Hyunsoo Park
2021-07 Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction	2021/07/06 17:24	Hyunsoo Park
2021-07 Vector Quantized Models for Planning	2021/08/05 06:03	Hyunsoo Park
2021-09 [PBT] Faster Improvement Rate Population Based Training	2021/09/30 01:27	Hyunsoo Park
2021-11 Procedural Generalization by Planning with Self-Supervised World Models	2021/11/03 02:50	Hyunsoo Park
2023-12 Efficient Large Language Models: A Survey	2024/02/02 06:16	Hyunsoo Park