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README.md

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@@ -144,78 +144,6 @@ We recently converted several datasets from prior works to Vaults and benchmarke
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| [Wang et al. (2023)](https://papers.nips.cc/paper_files/paper/2023/hash/a46c84276e3a4249ab7dbf3e069baf7f-Abstract-Conference.html) | 🔫SMAC v1 | 5m_vs_6m <br/> 6h_vs_8z <br/> 2c_vs_64zg <br/> corridor| [source](https://github.com/ZhengYinan-AIR/OMIGA) |
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| [Wang et al. (2023)](https://papers.nips.cc/paper_files/paper/2023/hash/a46c84276e3a4249ab7dbf3e069baf7f-Abstract-Conference.html) | 🐜MAMuJoCo | 6x1 HalfCheetah <br/> 3x1 Hopper <br/> 2x4 Ant| [source](https://github.com/ZhengYinan-AIR/OMIGA) |
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### Overview All Datasets
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```
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{"og_marl": {
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"smac_v1": {
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"3m": ["Good", "Medium", "Poor"],
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"8m": ["Good", "Medium", "Poor"],
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"5m_vs_6m": ["Good", "Medium", "Poor"],
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"2s3z": ["Good", "Medium", "Poor"],
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"3s5z_vs_3s6z": ["Good", "Medium", "Poor"],
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},
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"smac_v2": {
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"terran_5_vs_5": ["Replay"],
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"terran_10_vs_10": ["Replay"],
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"zerg_5_vs_5": ["Replay"],
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},
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"mamujoco": {
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"2halfcheetah": ["Good", "Medium", "Poor"]
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},
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"gymnasium_mamujoco": {
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"2ant": ["Replay"],
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"2halfcheetah": ["Replay"],
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"2walker": ["Replay"],
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"3hopper": ["Replay"],
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"4ant": ["Replay"],
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"6halfcheetah": ["Replay"],
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},
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},
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"cfcql": {
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"smac_v1": {
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"6h_vs_8z": ["Expert", "Medium", "Medium-Replay", "Mixed"],
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"3s_vs_5z": ["Expert", "Medium", "Medium-Replay", "Mixed"]
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"5m_vs_6m": ["Expert", "Medium", "Medium-Replay", "Mixed"]
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"2s3z": ["Expert", "Medium", "Medium-Replay", "Mixed"]
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},
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},
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"alberdice": {
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"rware": {
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"small-2ag": ["Expert"],
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"small-4ag": ["Expert"],
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"small-6ag": ["Expert"],
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"tiny-2ag": ["Expert"],
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"tiny-4ag": ["Expert"],
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"tiny-6ag": ["Expert"],
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},
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},
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"omar": {
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"mpe": {
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"simple_spread": ["Expert", "Medium", "Medium-Replay", "Random"]
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"simple_tag": ["Expert", "Medium", "Medium-Replay", "Random"]
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"simple_world": ["Expert", "Medium", "Medium-Replay", "Random"]
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},
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"mamujoco": {
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"2halfcheetah": ["Expert", "Medium", "Medium-Replay", "Random"]
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},
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},
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"omiga": {
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"smac_v1": {
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"2c_vs_64zg": ["Good", "Medium", "Poor"],
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"6h_vs_8z": ["Good", "Medium", "Poor"],
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"5m_vs_6m": ["Good", "Medium", "Poor"],
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"corridor": ["Good", "Medium", "Poor"],
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},
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"mamujoco": {
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"6halfcheetah": ["Expert", "Medium", "Medium-Expert", "Medium-Replay"],
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"2ant": ["Expert", "Medium", "Medium-Expert", "Medium-Replay"],
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"3hopper": ["Expert", "Medium", "Medium-Expert", "Medium-Replay"],
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},
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},
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}
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```
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## Installing MAMuJoCo 🐆
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The OG-MARL datasets use the latest version of MuJoCo (210). While the OMIGA and OMAR datasets use an older version (200). They each have different instalation instructions and should be installed in seperate virtual environments.

mkdocs.yml

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- "Home": 'index.md'
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- "Videos": 'videos.md'
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- "Research":
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- "": research/index.md
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- "Oryx: Many-Agent Coordination in Offline MARL": research/oryx.md
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- "Coordination Failure in Cooperative Offline MARL": research/polygames.md
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- "Selective Reincarnation in Multi-Agent Reinforcement Learning": research/selective-reincarnation.md
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- "Datasets":
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- " ": dataset_cards/overview.md
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- "OG MARL": dataset_cards/og_marl.md
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- "CFCQL": dataset_cards/cfcql.md
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- "OMIGA": dataset_cards/omiga.md

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