This paper proposes an improved RL method, curiosity-tuned experience replay (CTER), which allows the RL-driven decision model to achieve a relatively ...

This paper proposes an improved RL method, curiosity-tuned experience replay (CTER), which allows the RL-driven decision model to achieve a relatively ...

We present a method that combines hindsight with curiosity-driven exploration and curriculum learning in order to solve the challenging sparse-reward block ...

Jan 22, 2024 · The Army Mad Scientist blog and The Convergence podcast recently featured a two-part discussion of the value of wargaming. The Convergence 466.

Jun 3, 2024 · Liwei Dong, Ni Li, and Guanghong Gong, “Curiosity-tuned experience replay for wargaming decision modeling without reward-engineering ...

Curiosity-tuned experience replay for wargaming decision modeling without reward-engineering · Liwei DongNi LiGuanghong Gong. Computer Science, Engineering.

Hindsight Experience Replay with Correlation Reward Mechanism ... Curiosity-Tuned Experience Replay for Wargaming Decision Modeling without Reward-Engineering.

Curiosity-tuned experience replay for wargaming decision modeling without reward-engineering. Liwei Dong, Ni Li, Guanghong Gong. https://doi.org/10.1016/j ...

Directly Attention Loss Adjusted Prioritized Experience Replay · Curiosity-tuned experience replay for wargaming decision modeling without reward-engineering.

As the battlespace becomes ever-increasingly complex and information-saturated, it is vital that we begin to leverage technologies, such as modeling and ...