Continuous Control on DMC Easy
584Acrobot Swingup ReturnTDMPC2
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TDMPC2Environment steps=1M, Action repeat=22026.05 | 584 | 983 | 996 | 1,000 | 875 | 845 | 914 | 986 | 979 | 947 | 659 | 425 | 952 | 846 | 942 | 963 | 983 | 960 | 854 | 991 | 981 | 0.941 | 0.952 | 0.889 | |
| DR.QEnvironment steps=1M, Action repeat=22026.05 | 569 | 980 | 999 | 987 | 867 | 805 | 911 | 949 | 956 | 949 | 808 | 384 | 954 | 835 | 953 | 969 | 975 | 976 | 809 | 991 | 979 | 0.937 | 0.885 | 0.886 | |
| MR.QEnvironment steps=1M, Action repeat=22026.05 | 567 | 981 | 999 | 1,000 | 866 | 798 | 877 | 937 | 953 | 950 | 792 | 251 | 951 | 748 | 947 | 963 | 983 | 977 | 793 | 988 | 978 | 0.936 | 0.876 | 0.874 | |
| BROEnvironment steps=1M, Action repeat=22026.05 | 529 | 982 | 999 | 852 | 879 | 840 | 863 | 988 | 957 | 957 | 618 | 295 | 949 | 829 | 859 | 958 | 983 | 974 | 790 | 990 | 979 | 0.928 | 0.872 | 0.861 | |
| SimbaV2Environment steps=1M, Action repeat=22026.05 | 436 | 982 | 999 | 967 | 880 | 848 | 821 | 891 | 953 | 951 | 826 | 290 | 944 | 827 | 935 | 962 | 983 | 967 | 817 | 987 | 976 | 0.933 | 0.875 | 0.874 | |
| SimbaEnvironment steps=1M, Action repeat=22026.05 | 431 | 981 | 998 | 991 | 876 | 825 | 920 | 849 | 935 | 915 | 823 | 385 | 929 | 737 | 928 | 957 | 983 | 966 | 796 | 985 | 975 | 0.922 | 0.87 | 0.864 | |
| FoGEnvironment steps=1M, Action repeat=22026.05 | 414 | 983 | 997 | 1,000 | 881 | 840 | 838 | 987 | 949 | 921 | 744 | 335 | 956 | 838 | 918 | 963 | 980 | 965 | 851 | 987 | 978 | 0.935 | 0.874 | 0.873 | |
| DreamerV3Environment steps=1M, Action repeat=22026.05 | 230 | 968 | 998 | 1,000 | 736 | 702 | 917 | 666 | 906 | 864 | 813 | 116 | 747 | 774 | 130 | 193 | 966 | 919 | 510 | 941 | 898 | 0.813 | 0.813 | 0.714 | |
| TD7Environment steps=1M, Action repeat=22026.05 | 58 | 984 | 999 | 999 | 869 | 573 | 699 | 335 | 912 | 470 | 86 | 87 | 670 | 500 | 645 | 949 | 970 | 898 | 804 | 983 | 977 | 0.771 | 0.804 | 0.689 |