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SOTA
Commonsense Reasoning for RL
Commonsense Rl On Commonsense Rl
Commonsense Rl On Commonsense Rl
Metrics
Avg #Steps
Results
Performance results of various models on this benchmark
Columns
Model Name
Avg #Steps
Paper Title
KG-A2C
49.36 ± 7.50
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
LSTM-A2C
49.21 ± 0.58
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
TNC-A2C
43.27 ± 0.70
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
Human
15.00 ± 3.29
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
Optimal
15.00 ± 2.00
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
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Commonsense Rl On Commonsense Rl | SOTA | HyperAI