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mfe7 avatar mfe7 commented on August 23, 2024

Hi @xiaoxianSun , the IROS '18 paper didn't use the social reward, but in the IROS '17 paper the constant qn in Eqns 9-12 can be tuned according to the tradeoff described in the paper. Looking at some old code I believe we settled on 0.5*(some term based on how close the two agents are):

weight = 0.5; GAMMA = 0.97; DT_NORMAL = 0.5
d = np.linalg.norm(agent_i_pos - agent_j_pos)
v = agent_i_pref_speed
getting_close_penalty = GAMMA ** (d/DT_NORMAL) * (1.0 - GAMMA ** (-v/DT_NORMAL))
penalty = weight * getting_close_penalty

from cadrl_ros.

xiaoxianSun avatar xiaoxianSun commented on August 23, 2024

Thanks for your kind reply.I am going to try it!

from cadrl_ros.

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