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CoPE

CoPE: Teaching Language Agents to Forecast Their Own Future Actions

12 minute read

Published:

Agentic RL learns from a single reward at the end of a long rollout. CoPE squeezes more out of every successful rollout by training the agent to forecast the actions that come next, so acting and forecasting co-evolve in one model.

language agents

CoPE: Teaching Language Agents to Forecast Their Own Future Actions

12 minute read

Published:

Agentic RL learns from a single reward at the end of a long rollout. CoPE squeezes more out of every successful rollout by training the agent to forecast the actions that come next, so acting and forecasting co-evolve in one model.

reinforcement learning

CoPE: Teaching Language Agents to Forecast Their Own Future Actions

12 minute read

Published:

Agentic RL learns from a single reward at the end of a long rollout. CoPE squeezes more out of every successful rollout by training the agent to forecast the actions that come next, so acting and forecasting co-evolve in one model.